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Exploring and commenting script from scratch

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ana 3 years ago
parent 08bafea15b
commit 56061fa6dc
3 changed files with 694 additions and 0 deletions
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150
commenting_code_model/iris_data.csv
Unescape Escape View File

@ -0,0 +1,150 @@
5.1,3.5,1.4,0.2,Iris Setosa
4.9,3,1.4,0.2,Iris Setosa
4.7,3.2,1.3,0.2,Iris Setosa
4.6,3.1,1.5,0.2,Iris Setosa
5,3.6,1.4,0.2,Iris Setosa
5.4,3.9,1.7,0.4,Iris Setosa
4.6,3.4,1.4,0.3,Iris Setosa
5,3.4,1.5,0.2,Iris Setosa
4.4,2.9,1.4,0.2,Iris Setosa
4.9,3.1,1.5,0.1,Iris Setosa
5.4,3.7,1.5,0.2,Iris Setosa
4.8,3.4,1.6,0.2,Iris Setosa
4.8,3,1.4,0.1,Iris Setosa
4.3,3,1.1,0.1,Iris Setosa
5.8,4,1.2,0.2,Iris Setosa
5.7,4.4,1.5,0.4,Iris Setosa
5.4,3.9,1.3,0.4,Iris Setosa
5.1,3.5,1.4,0.3,Iris Setosa
5.7,3.8,1.7,0.3,Iris Setosa
5.1,3.8,1.5,0.3,Iris Setosa
5.4,3.4,1.7,0.2,Iris Setosa
5.1,3.7,1.5,0.4,Iris Setosa
4.6,3.6,1,0.2,Iris Setosa
5.1,3.3,1.7,0.5,Iris Setosa
4.8,3.4,1.9,0.2,Iris Setosa
5,3,1.6,0.2,Iris Setosa
5,3.4,1.6,0.4,Iris Setosa
5.2,3.5,1.5,0.2,Iris Setosa
5.2,3.4,1.4,0.2,Iris Setosa
4.7,3.2,1.6,0.2,Iris Setosa
4.8,3.1,1.6,0.2,Iris Setosa
5.4,3.4,1.5,0.4,Iris Setosa
5.2,4.1,1.5,0.1,Iris Setosa
5.5,4.2,1.4,0.2,Iris Setosa
4.9,3.1,1.5,0.1,Iris Setosa
5,3.2,1.2,0.2,Iris Setosa
5.5,3.5,1.3,0.2,Iris Setosa
4.9,3.1,1.5,0.1,Iris Setosa
4.4,3,1.3,0.2,Iris Setosa
5.1,3.4,1.5,0.2,Iris Setosa
5,3.5,1.3,0.3,Iris Setosa
4.5,2.3,1.3,0.3,Iris Setosa
4.4,3.2,1.3,0.2,Iris Setosa
5,3.5,1.6,0.6,Iris Setosa
5.1,3.8,1.9,0.4,Iris Setosa
4.8,3,1.4,0.3,Iris Setosa
5.1,3.8,1.6,0.2,Iris Setosa
4.6,3.2,1.4,0.2,Iris Setosa
5.3,3.7,1.5,0.2,Iris Setosa
5,3.3,1.4,0.2,Iris Setosa
7,3.2,4.7,1.4,Iris Versicolour
6.4,3.2,4.5,1.5,Iris Versicolour
6.9,3.1,4.9,1.5,Iris Versicolour
5.5,2.3,4,1.3,Iris Versicolour
6.5,2.8,4.6,1.5,Iris Versicolour
5.7,2.8,4.5,1.3,Iris Versicolour
6.3,3.3,4.7,1.6,Iris Versicolour
4.9,2.4,3.3,1,Iris Versicolour
6.6,2.9,4.6,1.3,Iris Versicolour
5.2,2.7,3.9,1.4,Iris Versicolour
5,2,3.5,1,Iris Versicolour
5.9,3,4.2,1.5,Iris Versicolour
6,2.2,4,1,Iris Versicolour
6.1,2.9,4.7,1.4,Iris Versicolour
5.6,2.9,3.6,1.3,Iris Versicolour
6.7,3.1,4.4,1.4,Iris Versicolour
5.6,3,4.5,1.5,Iris Versicolour
5.8,2.7,4.1,1,Iris Versicolour
6.2,2.2,4.5,1.5,Iris Versicolour
5.6,2.5,3.9,1.1,Iris Versicolour
5.9,3.2,4.8,1.8,Iris Versicolour
6.1,2.8,4,1.3,Iris Versicolour
6.3,2.5,4.9,1.5,Iris Versicolour
6.1,2.8,4.7,1.2,Iris Versicolour
6.4,2.9,4.3,1.3,Iris Versicolour
6.6,3,4.4,1.4,Iris Versicolour
6.8,2.8,4.8,1.4,Iris Versicolour
6.7,3,5,1.7,Iris Versicolour
6,2.9,4.5,1.5,Iris Versicolour
5.7,2.6,3.5,1,Iris Versicolour
5.5,2.4,3.8,1.1,Iris Versicolour
5.5,2.4,3.7,1,Iris Versicolour
5.8,2.7,3.9,1.2,Iris Versicolour
6,2.7,5.1,1.6,Iris Versicolour
5.4,3,4.5,1.5,Iris Versicolour
6,3.4,4.5,1.6,Iris Versicolour
6.7,3.1,4.7,1.5,Iris Versicolour
6.3,2.3,4.4,1.3,Iris Versicolour
5.6,3,4.1,1.3,Iris Versicolour
5.5,2.5,4,1.3,Iris Versicolour
5.5,2.6,4.4,1.2,Iris Versicolour
6.1,3,4.6,1.4,Iris Versicolour
5.8,2.6,4,1.2,Iris Versicolour
5,2.3,3.3,1,Iris Versicolour
5.6,2.7,4.2,1.3,Iris Versicolour
5.7,3,4.2,1.2,Iris Versicolour
5.7,2.9,4.2,1.3,Iris Versicolour
6.2,2.9,4.3,1.3,Iris Versicolour
5.1,2.5,3,1.1,Iris Versicolour
5.7,2.8,4.1,1.3,Iris Versicolour
6.3,3.3,6,2.5,Iris Virginica
5.8,2.7,5.1,1.9,Iris Virginica
7.1,3,5.9,2.1,Iris Virginica
6.3,2.9,5.6,1.8,Iris Virginica
6.5,3,5.8,2.2,Iris Virginica
7.6,3,6.6,2.1,Iris Virginica
4.9,2.5,4.5,1.7,Iris Virginica
7.3,2.9,6.3,1.8,Iris Virginica
6.7,2.5,5.8,1.8,Iris Virginica
7.2,3.6,6.1,2.5,Iris Virginica
6.5,3.2,5.1,2,Iris Virginica
6.4,2.7,5.3,1.9,Iris Virginica
6.8,3,5.5,2.1,Iris Virginica
5.7,2.5,5,2,Iris Virginica
5.8,2.8,5.1,2.4,Iris Virginica
6.4,3.2,5.3,2.3,Iris Virginica
6.5,3,5.5,1.8,Iris Virginica
7.7,3.8,6.7,2.2,Iris Virginica
7.7,2.6,6.9,2.3,Iris Virginica
6,2.2,5,1.5,Iris Virginica
6.9,3.2,5.7,2.3,Iris Virginica
5.6,2.8,4.9,2,Iris Virginica
7.7,2.8,6.7,2,Iris Virginica
6.3,2.7,4.9,1.8,Iris Virginica
6.7,3.3,5.7,2.1,Iris Virginica
7.2,3.2,6,1.8,Iris Virginica
6.2,2.8,4.8,1.8,Iris Virginica
6.1,3,4.9,1.8,Iris Virginica
6.4,2.8,5.6,2.1,Iris Virginica
7.2,3,5.8,1.6,Iris Virginica
7.4,2.8,6.1,1.9,Iris Virginica
7.9,3.8,6.4,2,Iris Virginica
6.4,2.8,5.6,2.2,Iris Virginica
6.3,2.8,5.1,1.5,Iris Virginica
6.1,2.6,5.6,1.4,Iris Virginica
7.7,3,6.1,2.3,Iris Virginica
6.3,3.4,5.6,2.4,Iris Virginica
6.4,3.1,5.5,1.8,Iris Virginica
6,3,4.8,1.8,Iris Virginica
6.9,3.1,5.4,2.1,Iris Virginica
6.7,3.1,5.6,2.4,Iris Virginica
6.9,3.1,5.1,2.3,Iris Virginica
5.8,2.7,5.1,1.9,Iris Virginica
6.8,3.2,5.9,2.3,Iris Virginica
6.7,3.3,5.7,2.5,Iris Virginica
6.7,3,5.2,2.3,Iris Virginica
6.3,2.5,5,1.9,Iris Virginica
6.5,3,5.2,2,Iris Virginica
6.2,3.4,5.4,2.3,Iris Virginica
5.9,3,5.1,1.8,Iris Virginica
1 5.1 3.5 1.4 0.2 Iris Setosa
2 4.9 3 1.4 0.2 Iris Setosa
3 4.7 3.2 1.3 0.2 Iris Setosa
4 4.6 3.1 1.5 0.2 Iris Setosa
5 5 3.6 1.4 0.2 Iris Setosa
6 5.4 3.9 1.7 0.4 Iris Setosa
7 4.6 3.4 1.4 0.3 Iris Setosa
8 5 3.4 1.5 0.2 Iris Setosa
9 4.4 2.9 1.4 0.2 Iris Setosa
10 4.9 3.1 1.5 0.1 Iris Setosa
11 5.4 3.7 1.5 0.2 Iris Setosa
12 4.8 3.4 1.6 0.2 Iris Setosa
13 4.8 3 1.4 0.1 Iris Setosa
14 4.3 3 1.1 0.1 Iris Setosa
15 5.8 4 1.2 0.2 Iris Setosa
16 5.7 4.4 1.5 0.4 Iris Setosa
17 5.4 3.9 1.3 0.4 Iris Setosa
18 5.1 3.5 1.4 0.3 Iris Setosa
19 5.7 3.8 1.7 0.3 Iris Setosa
20 5.1 3.8 1.5 0.3 Iris Setosa
21 5.4 3.4 1.7 0.2 Iris Setosa
22 5.1 3.7 1.5 0.4 Iris Setosa
23 4.6 3.6 1 0.2 Iris Setosa
24 5.1 3.3 1.7 0.5 Iris Setosa
25 4.8 3.4 1.9 0.2 Iris Setosa
26 5 3 1.6 0.2 Iris Setosa
27 5 3.4 1.6 0.4 Iris Setosa
28 5.2 3.5 1.5 0.2 Iris Setosa
29 5.2 3.4 1.4 0.2 Iris Setosa
30 4.7 3.2 1.6 0.2 Iris Setosa
31 4.8 3.1 1.6 0.2 Iris Setosa
32 5.4 3.4 1.5 0.4 Iris Setosa
33 5.2 4.1 1.5 0.1 Iris Setosa
34 5.5 4.2 1.4 0.2 Iris Setosa
35 4.9 3.1 1.5 0.1 Iris Setosa
36 5 3.2 1.2 0.2 Iris Setosa
37 5.5 3.5 1.3 0.2 Iris Setosa
38 4.9 3.1 1.5 0.1 Iris Setosa
39 4.4 3 1.3 0.2 Iris Setosa
40 5.1 3.4 1.5 0.2 Iris Setosa
41 5 3.5 1.3 0.3 Iris Setosa
42 4.5 2.3 1.3 0.3 Iris Setosa
43 4.4 3.2 1.3 0.2 Iris Setosa
44 5 3.5 1.6 0.6 Iris Setosa
45 5.1 3.8 1.9 0.4 Iris Setosa
46 4.8 3 1.4 0.3 Iris Setosa
47 5.1 3.8 1.6 0.2 Iris Setosa
48 4.6 3.2 1.4 0.2 Iris Setosa
49 5.3 3.7 1.5 0.2 Iris Setosa
50 5 3.3 1.4 0.2 Iris Setosa
51 7 3.2 4.7 1.4 Iris Versicolour
52 6.4 3.2 4.5 1.5 Iris Versicolour
53 6.9 3.1 4.9 1.5 Iris Versicolour
54 5.5 2.3 4 1.3 Iris Versicolour
55 6.5 2.8 4.6 1.5 Iris Versicolour
56 5.7 2.8 4.5 1.3 Iris Versicolour
57 6.3 3.3 4.7 1.6 Iris Versicolour
58 4.9 2.4 3.3 1 Iris Versicolour
59 6.6 2.9 4.6 1.3 Iris Versicolour
60 5.2 2.7 3.9 1.4 Iris Versicolour
61 5 2 3.5 1 Iris Versicolour
62 5.9 3 4.2 1.5 Iris Versicolour
63 6 2.2 4 1 Iris Versicolour
64 6.1 2.9 4.7 1.4 Iris Versicolour
65 5.6 2.9 3.6 1.3 Iris Versicolour
66 6.7 3.1 4.4 1.4 Iris Versicolour
67 5.6 3 4.5 1.5 Iris Versicolour
68 5.8 2.7 4.1 1 Iris Versicolour
69 6.2 2.2 4.5 1.5 Iris Versicolour
70 5.6 2.5 3.9 1.1 Iris Versicolour
71 5.9 3.2 4.8 1.8 Iris Versicolour
72 6.1 2.8 4 1.3 Iris Versicolour
73 6.3 2.5 4.9 1.5 Iris Versicolour
74 6.1 2.8 4.7 1.2 Iris Versicolour
75 6.4 2.9 4.3 1.3 Iris Versicolour
76 6.6 3 4.4 1.4 Iris Versicolour
77 6.8 2.8 4.8 1.4 Iris Versicolour
78 6.7 3 5 1.7 Iris Versicolour
79 6 2.9 4.5 1.5 Iris Versicolour
80 5.7 2.6 3.5 1 Iris Versicolour
81 5.5 2.4 3.8 1.1 Iris Versicolour
82 5.5 2.4 3.7 1 Iris Versicolour
83 5.8 2.7 3.9 1.2 Iris Versicolour
84 6 2.7 5.1 1.6 Iris Versicolour
85 5.4 3 4.5 1.5 Iris Versicolour
86 6 3.4 4.5 1.6 Iris Versicolour
87 6.7 3.1 4.7 1.5 Iris Versicolour
88 6.3 2.3 4.4 1.3 Iris Versicolour
89 5.6 3 4.1 1.3 Iris Versicolour
90 5.5 2.5 4 1.3 Iris Versicolour
91 5.5 2.6 4.4 1.2 Iris Versicolour
92 6.1 3 4.6 1.4 Iris Versicolour
93 5.8 2.6 4 1.2 Iris Versicolour
94 5 2.3 3.3 1 Iris Versicolour
95 5.6 2.7 4.2 1.3 Iris Versicolour
96 5.7 3 4.2 1.2 Iris Versicolour
97 5.7 2.9 4.2 1.3 Iris Versicolour
98 6.2 2.9 4.3 1.3 Iris Versicolour
99 5.1 2.5 3 1.1 Iris Versicolour
100 5.7 2.8 4.1 1.3 Iris Versicolour
101 6.3 3.3 6 2.5 Iris Virginica
102 5.8 2.7 5.1 1.9 Iris Virginica
103 7.1 3 5.9 2.1 Iris Virginica
104 6.3 2.9 5.6 1.8 Iris Virginica
105 6.5 3 5.8 2.2 Iris Virginica
106 7.6 3 6.6 2.1 Iris Virginica
107 4.9 2.5 4.5 1.7 Iris Virginica
108 7.3 2.9 6.3 1.8 Iris Virginica
109 6.7 2.5 5.8 1.8 Iris Virginica
110 7.2 3.6 6.1 2.5 Iris Virginica
111 6.5 3.2 5.1 2 Iris Virginica
112 6.4 2.7 5.3 1.9 Iris Virginica
113 6.8 3 5.5 2.1 Iris Virginica
114 5.7 2.5 5 2 Iris Virginica
115 5.8 2.8 5.1 2.4 Iris Virginica
116 6.4 3.2 5.3 2.3 Iris Virginica
117 6.5 3 5.5 1.8 Iris Virginica
118 7.7 3.8 6.7 2.2 Iris Virginica
119 7.7 2.6 6.9 2.3 Iris Virginica
120 6 2.2 5 1.5 Iris Virginica
121 6.9 3.2 5.7 2.3 Iris Virginica
122 5.6 2.8 4.9 2 Iris Virginica
123 7.7 2.8 6.7 2 Iris Virginica
124 6.3 2.7 4.9 1.8 Iris Virginica
125 6.7 3.3 5.7 2.1 Iris Virginica
126 7.2 3.2 6 1.8 Iris Virginica
127 6.2 2.8 4.8 1.8 Iris Virginica
128 6.1 3 4.9 1.8 Iris Virginica
129 6.4 2.8 5.6 2.1 Iris Virginica
130 7.2 3 5.8 1.6 Iris Virginica
131 7.4 2.8 6.1 1.9 Iris Virginica
132 7.9 3.8 6.4 2 Iris Virginica
133 6.4 2.8 5.6 2.2 Iris Virginica
134 6.3 2.8 5.1 1.5 Iris Virginica
135 6.1 2.6 5.6 1.4 Iris Virginica
136 7.7 3 6.1 2.3 Iris Virginica
137 6.3 3.4 5.6 2.4 Iris Virginica
138 6.4 3.1 5.5 1.8 Iris Virginica
139 6 3 4.8 1.8 Iris Virginica
140 6.9 3.1 5.4 2.1 Iris Virginica
141 6.7 3.1 5.6 2.4 Iris Virginica
142 6.9 3.1 5.1 2.3 Iris Virginica
143 5.8 2.7 5.1 1.9 Iris Virginica
144 6.8 3.2 5.9 2.3 Iris Virginica
145 6.7 3.3 5.7 2.5 Iris Virginica
146 6.7 3 5.2 2.3 Iris Virginica
147 6.3 2.5 5 1.9 Iris Virginica
148 6.5 3 5.2 2 Iris Virginica
149 6.2 3.4 5.4 2.3 Iris Virginica
150 5.9 3 5.1 1.8 Iris Virginica

208
commenting_code_model/sonar_csv.csv
Unescape Escape View File

@ -0,0 +1,208 @@
0.02,0.0371,0.0428,0.0207,0.0954,0.0986,0.1539,0.1601,0.3109,0.2111,0.1609,0.1582,0.2238,0.0645,0.066,0.2273,0.31,0.2999,0.5078,0.4797,0.5783,0.5071,0.4328,0.555,0.6711,0.6415,0.7104,0.808,0.6791,0.3857,0.1307,0.2604,0.5121,0.7547,0.8537,0.8507,0.6692,0.6097,0.4943,0.2744,0.051,0.2834,0.2825,0.4256,0.2641,0.1386,0.1051,0.1343,0.0383,0.0324,0.0232,0.0027,0.0065,0.0159,0.0072,0.0167,0.018,0.0084,0.009,0.0032,Rock
0.0453,0.0523,0.0843,0.0689,0.1183,0.2583,0.2156,0.3481,0.3337,0.2872,0.4918,0.6552,0.6919,0.7797,0.7464,0.9444,1,0.8874,0.8024,0.7818,0.5212,0.4052,0.3957,0.3914,0.325,0.32,0.3271,0.2767,0.4423,0.2028,0.3788,0.2947,0.1984,0.2341,0.1306,0.4182,0.3835,0.1057,0.184,0.197,0.1674,0.0583,0.1401,0.1628,0.0621,0.0203,0.053,0.0742,0.0409,0.0061,0.0125,0.0084,0.0089,0.0048,0.0094,0.0191,0.014,0.0049,0.0052,0.0044,Rock
0.0262,0.0582,0.1099,0.1083,0.0974,0.228,0.2431,0.3771,0.5598,0.6194,0.6333,0.706,0.5544,0.532,0.6479,0.6931,0.6759,0.7551,0.8929,0.8619,0.7974,0.6737,0.4293,0.3648,0.5331,0.2413,0.507,0.8533,0.6036,0.8514,0.8512,0.5045,0.1862,0.2709,0.4232,0.3043,0.6116,0.6756,0.5375,0.4719,0.4647,0.2587,0.2129,0.2222,0.2111,0.0176,0.1348,0.0744,0.013,0.0106,0.0033,0.0232,0.0166,0.0095,0.018,0.0244,0.0316,0.0164,0.0095,0.0078,Rock
0.01,0.0171,0.0623,0.0205,0.0205,0.0368,0.1098,0.1276,0.0598,0.1264,0.0881,0.1992,0.0184,0.2261,0.1729,0.2131,0.0693,0.2281,0.406,0.3973,0.2741,0.369,0.5556,0.4846,0.314,0.5334,0.5256,0.252,0.209,0.3559,0.626,0.734,0.612,0.3497,0.3953,0.3012,0.5408,0.8814,0.9857,0.9167,0.6121,0.5006,0.321,0.3202,0.4295,0.3654,0.2655,0.1576,0.0681,0.0294,0.0241,0.0121,0.0036,0.015,0.0085,0.0073,0.005,0.0044,0.004,0.0117,Rock
0.0762,0.0666,0.0481,0.0394,0.059,0.0649,0.1209,0.2467,0.3564,0.4459,0.4152,0.3952,0.4256,0.4135,0.4528,0.5326,0.7306,0.6193,0.2032,0.4636,0.4148,0.4292,0.573,0.5399,0.3161,0.2285,0.6995,1,0.7262,0.4724,0.5103,0.5459,0.2881,0.0981,0.1951,0.4181,0.4604,0.3217,0.2828,0.243,0.1979,0.2444,0.1847,0.0841,0.0692,0.0528,0.0357,0.0085,0.023,0.0046,0.0156,0.0031,0.0054,0.0105,0.011,0.0015,0.0072,0.0048,0.0107,0.0094,Rock
0.0286,0.0453,0.0277,0.0174,0.0384,0.099,0.1201,0.1833,0.2105,0.3039,0.2988,0.425,0.6343,0.8198,1,0.9988,0.9508,0.9025,0.7234,0.5122,0.2074,0.3985,0.589,0.2872,0.2043,0.5782,0.5389,0.375,0.3411,0.5067,0.558,0.4778,0.3299,0.2198,0.1407,0.2856,0.3807,0.4158,0.4054,0.3296,0.2707,0.265,0.0723,0.1238,0.1192,0.1089,0.0623,0.0494,0.0264,0.0081,0.0104,0.0045,0.0014,0.0038,0.0013,0.0089,0.0057,0.0027,0.0051,0.0062,Rock
0.0317,0.0956,0.1321,0.1408,0.1674,0.171,0.0731,0.1401,0.2083,0.3513,0.1786,0.0658,0.0513,0.3752,0.5419,0.544,0.515,0.4262,0.2024,0.4233,0.7723,0.9735,0.939,0.5559,0.5268,0.6826,0.5713,0.5429,0.2177,0.2149,0.5811,0.6323,0.2965,0.1873,0.2969,0.5163,0.6153,0.4283,0.5479,0.6133,0.5017,0.2377,0.1957,0.1749,0.1304,0.0597,0.1124,0.1047,0.0507,0.0159,0.0195,0.0201,0.0248,0.0131,0.007,0.0138,0.0092,0.0143,0.0036,0.0103,Rock
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0.0378,0.0318,0.0423,0.035,0.1787,0.1635,0.0887,0.0817,0.1779,0.2053,0.3135,0.3118,0.3686,0.3885,0.585,0.7868,0.9739,1,0.9843,0.861,0.8443,0.9061,0.5847,0.4033,0.5946,0.6793,0.6389,0.5002,0.5578,0.4831,0.4729,0.3318,0.3969,0.3894,0.2314,0.1036,0.1312,0.0864,0.2569,0.3179,0.2649,0.2714,0.1713,0.0584,0.123,0.22,0.2198,0.1074,0.0423,0.0162,0.0093,0.0046,0.0044,0.0078,0.0102,0.0065,0.0061,0.0062,0.0043,0.0053,Rock
0.0365,0.1632,0.1636,0.1421,0.113,0.1306,0.2112,0.2268,0.2992,0.3735,0.3042,0.0387,0.2679,0.5397,0.6204,0.7257,0.835,0.6888,0.445,0.3921,0.5605,0.7545,0.8311,1,0.8762,0.7092,0.7009,0.5014,0.3942,0.4456,0.4072,0.0773,0.1423,0.0401,0.3597,0.6847,0.7076,0.3597,0.0612,0.3027,0.3966,0.3868,0.238,0.2059,0.2288,0.1704,0.1587,0.1792,0.1022,0.0151,0.0223,0.011,0.0071,0.0205,0.0164,0.0063,0.0078,0.0094,0.011,0.0068,Rock
0.0188,0.037,0.0953,0.0824,0.0249,0.0488,0.1424,0.1972,0.1873,0.1806,0.2139,0.1523,0.1975,0.4844,0.7298,0.7807,0.7906,0.6122,0.42,0.2807,0.5148,0.7569,0.8596,1,0.8457,0.6797,0.6971,0.5843,0.4772,0.5201,0.4241,0.1592,0.1668,0.0588,0.3967,0.7147,0.7319,0.3509,0.0589,0.269,0.42,0.3874,0.244,0.2,0.2307,0.1886,0.196,0.1701,0.1366,0.0398,0.0143,0.0093,0.0033,0.0113,0.003,0.0057,0.009,0.0057,0.0068,0.0024,Rock
0.0856,0.0454,0.0382,0.0203,0.0385,0.0534,0.214,0.311,0.2837,0.2751,0.2707,0.0946,0.102,0.4519,0.6737,0.6699,0.7066,0.5632,0.3785,0.2721,0.5297,0.7697,0.8643,0.9304,0.9372,0.6247,0.6024,0.681,0.5047,0.5775,0.4754,0.24,0.2779,0.1997,0.5305,0.7409,0.7775,0.4424,0.1416,0.3508,0.4482,0.4208,0.3054,0.2235,0.2611,0.2798,0.2392,0.2021,0.1326,0.0358,0.0128,0.0172,0.0138,0.0079,0.0037,0.0051,0.0258,0.0102,0.0037,0.0037,Rock
0.0274,0.0242,0.0621,0.056,0.1129,0.0973,0.1823,0.1745,0.144,0.1808,0.2366,0.0906,0.1749,0.4012,0.5187,0.7312,0.9062,0.926,0.7434,0.4463,0.5103,0.6952,0.7755,0.8364,0.7283,0.6399,0.5759,0.4146,0.3495,0.4437,0.2665,0.2024,0.1942,0.0765,0.3725,0.5843,0.4827,0.2347,0.0999,0.3244,0.399,0.2975,0.1684,0.1761,0.1683,0.0729,0.119,0.1297,0.0748,0.0067,0.0255,0.0113,0.0108,0.0085,0.0047,0.0074,0.0104,0.0161,0.022,0.0173,Rock
0.0235,0.0291,0.0749,0.0519,0.0227,0.0834,0.0677,0.2002,0.2876,0.3674,0.2974,0.0837,0.1912,0.504,0.6352,0.6804,0.7505,0.6595,0.4509,0.2964,0.4019,0.6794,0.8297,1,0.824,0.7115,0.7726,0.6124,0.4936,0.5648,0.4906,0.182,0.1811,0.1107,0.4603,0.665,0.6423,0.2166,0.1951,0.4947,0.4925,0.4041,0.2402,0.1392,0.1779,0.1946,0.1723,0.1522,0.0929,0.0179,0.0242,0.0083,0.0037,0.0095,0.0105,0.003,0.0132,0.0068,0.0108,0.009,Rock
0.0126,0.0519,0.0621,0.0518,0.1072,0.2587,0.2304,0.2067,0.3416,0.4284,0.3015,0.1207,0.3299,0.5707,0.6962,0.9751,1,0.9293,0.621,0.4586,0.5001,0.5032,0.7082,0.842,0.8109,0.769,0.8105,0.6203,0.2356,0.2595,0.6299,0.6762,0.2903,0.4393,0.8529,0.718,0.4801,0.5856,0.4993,0.2866,0.0601,0.1167,0.2737,0.2812,0.2078,0.066,0.0491,0.0345,0.0172,0.0287,0.0027,0.0208,0.0048,0.0199,0.0126,0.0022,0.0037,0.0034,0.0114,0.0077,Rock
0.0253,0.0808,0.0507,0.0244,0.1724,0.3823,0.3729,0.3583,0.3429,0.2197,0.2653,0.3223,0.5582,0.6916,0.7943,0.7152,0.3512,0.2008,0.2676,0.4299,0.528,0.3489,0.143,0.5453,0.6338,0.7712,0.6838,0.8015,0.8073,0.831,0.7792,0.5049,0.1413,0.2767,0.5084,0.4787,0.1356,0.2299,0.2789,0.3833,0.2933,0.1155,0.1705,0.1294,0.0909,0.08,0.0567,0.0198,0.0114,0.0151,0.0085,0.0178,0.0073,0.0079,0.0038,0.0116,0.0033,0.0039,0.0081,0.0053,Rock
0.026,0.0192,0.0254,0.0061,0.0352,0.0701,0.1263,0.108,0.1523,0.163,0.103,0.2187,0.1542,0.263,0.294,0.2978,0.0699,0.1401,0.299,0.3915,0.3598,0.2403,0.4208,0.5675,0.6094,0.6323,0.6549,0.7673,1,0.8463,0.5509,0.4444,0.5169,0.4268,0.1802,0.0791,0.0535,0.1906,0.2561,0.2153,0.2769,0.2841,0.1733,0.0815,0.0335,0.0933,0.1018,0.0309,0.0208,0.0318,0.0132,0.0118,0.012,0.0051,0.007,0.0015,0.0035,0.0008,0.0044,0.0077,Rock
0.0459,0.0437,0.0347,0.0456,0.0067,0.089,0.1798,0.1741,0.1598,0.1408,0.2693,0.3259,0.4545,0.5785,0.4471,0.2231,0.2164,0.3201,0.2915,0.4235,0.446,0.238,0.6415,0.8966,0.8918,0.7529,0.6838,0.839,1,0.8362,0.5427,0.4577,0.8067,0.6973,0.3915,0.1558,0.1598,0.2161,0.5178,0.4782,0.2344,0.3599,0.2785,0.1807,0.0352,0.0473,0.0322,0.0408,0.0163,0.0088,0.0121,0.0067,0.0032,0.0109,0.0164,0.0151,0.007,0.0085,0.0117,0.0056,Rock
0.0025,0.0309,0.0171,0.0228,0.0434,0.1224,0.1947,0.1661,0.1368,0.143,0.0994,0.225,0.2444,0.3239,0.3039,0.241,0.0367,0.1672,0.3038,0.4069,0.3613,0.1994,0.4611,0.6849,0.7272,0.7152,0.7102,0.8516,1,0.769,0.4841,0.3717,0.6096,0.511,0.2586,0.0916,0.0947,0.2287,0.348,0.2095,0.1901,0.2941,0.2211,0.1524,0.0746,0.0606,0.0692,0.0446,0.0344,0.0082,0.0108,0.0149,0.0077,0.0036,0.0114,0.0085,0.0101,0.0016,0.0028,0.0014,Rock
0.0291,0.04,0.0771,0.0809,0.0521,0.1051,0.0145,0.0674,0.1294,0.1146,0.0942,0.0794,0.0252,0.1191,0.1045,0.205,0.1556,0.269,0.3784,0.4024,0.347,0.1395,0.1208,0.2827,0.15,0.2626,0.4468,0.752,0.9036,0.7812,0.4766,0.2483,0.5372,0.6279,0.3647,0.4572,0.6359,0.6474,0.552,0.3253,0.2292,0.0653,0,0,0,0,0,0,0,0,0,0.0056,0.0237,0.0204,0.005,0.0137,0.0164,0.0081,0.0139,0.0111,Rock
0.0181,0.0146,0.0026,0.0141,0.0421,0.0473,0.0361,0.0741,0.1398,0.1045,0.0904,0.0671,0.0997,0.1056,0.0346,0.1231,0.1626,0.3652,0.3262,0.2995,0.2109,0.2104,0.2085,0.2282,0.0747,0.1969,0.4086,0.6385,0.797,0.7508,0.5517,0.2214,0.4672,0.4479,0.2297,0.3235,0.448,0.5581,0.652,0.5354,0.2478,0.2268,0.1788,0.0898,0.0536,0.0374,0.099,0.0956,0.0317,0.0142,0.0076,0.0223,0.0255,0.0145,0.0233,0.0041,0.0018,0.0048,0.0089,0.0085,Rock
0.0491,0.0279,0.0592,0.127,0.1772,0.1908,0.2217,0.0768,0.1246,0.2028,0.0947,0.2497,0.2209,0.3195,0.334,0.3323,0.278,0.2975,0.2948,0.1729,0.3264,0.3834,0.3523,0.541,0.5228,0.4475,0.534,0.5323,0.3907,0.3456,0.4091,0.4639,0.558,0.5727,0.6355,0.7563,0.6903,0.6176,0.5379,0.5622,0.6508,0.4797,0.3736,0.2804,0.1982,0.2438,0.1789,0.1706,0.0762,0.0238,0.0268,0.0081,0.0129,0.0161,0.0063,0.0119,0.0194,0.014,0.0332,0.0439,Mine
0.1313,0.2339,0.3059,0.4264,0.401,0.1791,0.1853,0.0055,0.1929,0.2231,0.2907,0.2259,0.3136,0.3302,0.366,0.3956,0.4386,0.467,0.5255,0.3735,0.2243,0.1973,0.4337,0.6532,0.507,0.2796,0.4163,0.595,0.5242,0.4178,0.3714,0.2375,0.0863,0.1437,0.2896,0.4577,0.3725,0.3372,0.3803,0.4181,0.3603,0.2711,0.1653,0.1951,0.2811,0.2246,0.1921,0.15,0.0665,0.0193,0.0156,0.0362,0.021,0.0154,0.018,0.0013,0.0106,0.0127,0.0178,0.0231,Mine
0.0201,0.0423,0.0554,0.0783,0.062,0.0871,0.1201,0.2707,0.1206,0.0279,0.2251,0.2615,0.177,0.3709,0.4533,0.5553,0.4616,0.3797,0.345,0.2665,0.2395,0.1127,0.2556,0.5169,0.3779,0.4082,0.5353,0.5116,0.4544,0.4258,0.3869,0.3939,0.4661,0.3974,0.2194,0.1816,0.1023,0.2108,0.3253,0.3697,0.2912,0.301,0.2563,0.1927,0.2062,0.1751,0.0841,0.1035,0.0641,0.0153,0.0081,0.0191,0.0182,0.016,0.029,0.009,0.0242,0.0224,0.019,0.0096,Mine
0.0629,0.1065,0.1526,0.1229,0.1437,0.119,0.0884,0.0907,0.2107,0.3597,0.5466,0.5205,0.5127,0.5395,0.6558,0.8705,0.9786,0.9335,0.7917,0.7383,0.6908,0.385,0.0671,0.0502,0.2717,0.2839,0.2234,0.1911,0.0408,0.2531,0.1979,0.1891,0.2433,0.1956,0.2667,0.134,0.1073,0.2023,0.1794,0.0227,0.1313,0.1775,0.1549,0.1626,0.0708,0.0129,0.0795,0.0762,0.0117,0.0061,0.0257,0.0089,0.0262,0.0108,0.0138,0.0187,0.023,0.0057,0.0113,0.0131,Mine
0.0335,0.0134,0.0696,0.118,0.0348,0.118,0.1948,0.1607,0.3036,0.4372,0.5533,0.5771,0.7022,0.7067,0.7367,0.7391,0.8622,0.9458,0.8782,0.7913,0.576,0.3061,0.0563,0.0239,0.2554,0.4862,0.5027,0.4402,0.2847,0.1797,0.356,0.3522,0.3321,0.3112,0.3638,0.0754,0.1834,0.182,0.1815,0.1593,0.0576,0.0954,0.1086,0.0812,0.0784,0.0487,0.0439,0.0586,0.037,0.0185,0.0302,0.0244,0.0232,0.0093,0.0159,0.0193,0.0032,0.0377,0.0126,0.0156,Mine
0.0587,0.121,0.1268,0.1498,0.1436,0.0561,0.0832,0.0672,0.1372,0.2352,0.3208,0.4257,0.5201,0.4914,0.595,0.7221,0.9039,0.9111,0.8723,0.7686,0.7326,0.5222,0.3097,0.3172,0.227,0.164,0.1746,0.1835,0.2048,0.1674,0.2767,0.3104,0.3399,0.4441,0.5046,0.2814,0.1681,0.2633,0.3198,0.1933,0.0934,0.0443,0.078,0.0722,0.0405,0.0553,0.1081,0.1139,0.0767,0.0265,0.0215,0.0331,0.0111,0.0088,0.0158,0.0122,0.0038,0.0101,0.0228,0.0124,Mine
0.0162,0.0253,0.0262,0.0386,0.0645,0.0472,0.1056,0.1388,0.0598,0.1334,0.2969,0.4754,0.5677,0.569,0.6421,0.7487,0.8999,1,0.969,0.9032,0.7685,0.6998,0.6644,0.5964,0.3711,0.0921,0.0481,0.0876,0.104,0.1714,0.3264,0.4612,0.3939,0.505,0.4833,0.3511,0.2319,0.4029,0.3676,0.151,0.0745,0.1395,0.1552,0.0377,0.0636,0.0443,0.0264,0.0223,0.0187,0.0077,0.0137,0.0071,0.0082,0.0232,0.0198,0.0074,0.0035,0.01,0.0048,0.0019,Mine
0.0307,0.0523,0.0653,0.0521,0.0611,0.0577,0.0665,0.0664,0.146,0.2792,0.3877,0.4992,0.4981,0.4972,0.5607,0.7339,0.823,0.9173,0.9975,0.9911,0.824,0.6498,0.598,0.4862,0.315,0.1543,0.0989,0.0284,0.1008,0.2636,0.2694,0.293,0.2925,0.3998,0.366,0.3172,0.4609,0.4374,0.182,0.3376,0.6202,0.4448,0.1863,0.142,0.0589,0.0576,0.0672,0.0269,0.0245,0.019,0.0063,0.0321,0.0189,0.0137,0.0277,0.0152,0.0052,0.0121,0.0124,0.0055,Mine
0.0116,0.0179,0.0449,0.1096,0.1913,0.0924,0.0761,0.1092,0.0757,0.1006,0.25,0.3988,0.3809,0.4753,0.6165,0.6464,0.8024,0.9208,0.9832,0.9634,0.8646,0.8325,0.8276,0.8007,0.6102,0.4853,0.4355,0.4307,0.4399,0.3833,0.3032,0.3035,0.3197,0.2292,0.2131,0.2347,0.3201,0.4455,0.3655,0.2715,0.1747,0.1781,0.2199,0.1056,0.0573,0.0307,0.0237,0.047,0.0102,0.0057,0.0031,0.0163,0.0099,0.0084,0.027,0.0277,0.0097,0.0054,0.0148,0.0092,Mine
0.0331,0.0423,0.0474,0.0818,0.0835,0.0756,0.0374,0.0961,0.0548,0.0193,0.0897,0.1734,0.1936,0.2803,0.3313,0.502,0.636,0.7096,0.8333,0.873,0.8073,0.7507,0.7526,0.7298,0.6177,0.4946,0.4531,0.4099,0.454,0.4124,0.3139,0.3194,0.3692,0.3776,0.4469,0.4777,0.4716,0.4664,0.3893,0.4255,0.4064,0.3712,0.3863,0.2802,0.1283,0.1117,0.1303,0.0787,0.0436,0.0224,0.0133,0.0078,0.0174,0.0176,0.0038,0.0129,0.0066,0.0044,0.0134,0.0092,Mine
0.0428,0.0555,0.0708,0.0618,0.1215,0.1524,0.1543,0.0391,0.061,0.0113,0.1255,0.2473,0.3011,0.3747,0.452,0.5392,0.6588,0.7113,0.7602,0.8672,0.8416,0.7974,0.8385,0.9317,0.8555,0.6162,0.4139,0.3269,0.3108,0.2554,0.3367,0.4465,0.5,0.5111,0.5194,0.4619,0.4234,0.4372,0.4277,0.4433,0.37,0.3324,0.2564,0.2527,0.2137,0.1789,0.101,0.0528,0.0453,0.0118,0.0009,0.0142,0.0179,0.0079,0.006,0.0131,0.0089,0.0084,0.0113,0.0049,Mine
0.0599,0.0474,0.0498,0.0387,0.1026,0.0773,0.0853,0.0447,0.1094,0.0351,0.1582,0.2023,0.2268,0.2829,0.3819,0.4665,0.6687,0.8647,0.9361,0.9367,0.9144,0.9162,0.9311,0.8604,0.7327,0.5763,0.4162,0.4113,0.4146,0.3149,0.2936,0.3169,0.3149,0.4132,0.3994,0.4195,0.4532,0.4419,0.4737,0.3431,0.3194,0.337,0.2493,0.265,0.1748,0.0932,0.053,0.0081,0.0342,0.0137,0.0028,0.0013,0.0005,0.0227,0.0209,0.0081,0.0117,0.0114,0.0112,0.01,Mine
0.0264,0.0071,0.0342,0.0793,0.1043,0.0783,0.1417,0.1176,0.0453,0.0945,0.1132,0.084,0.0717,0.1968,0.2633,0.4191,0.505,0.6711,0.7922,0.8381,0.8759,0.9422,1,0.9931,0.9575,0.8647,0.7215,0.5801,0.4964,0.4886,0.4079,0.2443,0.1768,0.2472,0.3518,0.3762,0.2909,0.2311,0.3168,0.3554,0.3741,0.4443,0.3261,0.1963,0.0864,0.1688,0.1991,0.1217,0.0628,0.0323,0.0253,0.0214,0.0262,0.0177,0.0037,0.0068,0.0121,0.0077,0.0078,0.0066,Mine
0.021,0.0121,0.0203,0.1036,0.1675,0.0418,0.0723,0.0828,0.0494,0.0686,0.1125,0.1741,0.271,0.3087,0.3575,0.4998,0.6011,0.647,0.8067,0.9008,0.8906,0.9338,1,0.9102,0.8496,0.7867,0.7688,0.7718,0.6268,0.4301,0.2077,0.1198,0.166,0.2618,0.3862,0.3958,0.3248,0.2302,0.325,0.4022,0.4344,0.4008,0.337,0.2518,0.2101,0.1181,0.115,0.055,0.0293,0.0183,0.0104,0.0117,0.0101,0.0061,0.0031,0.0099,0.008,0.0107,0.0161,0.0133,Mine
0.053,0.0885,0.1997,0.2604,0.3225,0.2247,0.0617,0.2287,0.095,0.074,0.161,0.2226,0.2703,0.3365,0.4266,0.4144,0.5655,0.6921,0.8547,0.9234,0.9171,1,0.9532,0.9101,0.8337,0.7053,0.6534,0.4483,0.246,0.202,0.1446,0.0994,0.151,0.2392,0.4434,0.5023,0.4441,0.4571,0.3927,0.29,0.3408,0.499,0.3632,0.1387,0.18,0.1299,0.0523,0.0817,0.0469,0.0114,0.0299,0.0244,0.0199,0.0257,0.0082,0.0151,0.0171,0.0146,0.0134,0.0056,Mine
0.0454,0.0472,0.0697,0.1021,0.1397,0.1493,0.1487,0.0771,0.1171,0.1675,0.2799,0.3323,0.4012,0.4296,0.535,0.5411,0.687,0.8045,0.9194,0.9169,1,0.9972,0.9093,0.7918,0.6705,0.5324,0.3572,0.2484,0.3161,0.3775,0.3138,0.1713,0.2937,0.5234,0.5926,0.5437,0.4516,0.3379,0.3215,0.2178,0.1674,0.2634,0.298,0.2037,0.1155,0.0919,0.0882,0.0228,0.038,0.0142,0.0137,0.012,0.0042,0.0238,0.0129,0.0084,0.0218,0.0321,0.0154,0.0053,Mine
0.0283,0.0599,0.0656,0.0229,0.0839,0.1673,0.1154,0.1098,0.137,0.1767,0.1995,0.2869,0.3275,0.3769,0.4169,0.5036,0.618,0.8025,0.9333,0.9399,0.9275,0.945,0.8328,0.7773,0.7007,0.6154,0.581,0.4454,0.3707,0.2891,0.2185,0.1711,0.3578,0.3947,0.2867,0.2401,0.3619,0.3314,0.3763,0.4767,0.4059,0.3661,0.232,0.145,0.1017,0.1111,0.0655,0.0271,0.0244,0.0179,0.0109,0.0147,0.017,0.0158,0.0046,0.0073,0.0054,0.0033,0.0045,0.0079,Mine
0.0114,0.0222,0.0269,0.0384,0.1217,0.2062,0.1489,0.0929,0.135,0.1799,0.2486,0.2973,0.3672,0.4394,0.5258,0.6755,0.7402,0.8284,0.9033,0.9584,1,0.9982,0.8899,0.7493,0.6367,0.6744,0.7207,0.6821,0.5512,0.4789,0.3924,0.2533,0.1089,0.139,0.2551,0.3301,0.2818,0.2142,0.2266,0.2142,0.2354,0.2871,0.2596,0.1925,0.1256,0.1003,0.0951,0.121,0.0728,0.0174,0.0213,0.0269,0.0152,0.0257,0.0097,0.0041,0.005,0.0145,0.0103,0.0025,Mine
0.0414,0.0436,0.0447,0.0844,0.0419,0.1215,0.2002,0.1516,0.0818,0.1975,0.2309,0.3025,0.3938,0.505,0.5872,0.661,0.7417,0.8006,0.8456,0.7939,0.8804,0.8384,0.7852,0.8479,0.7434,0.6433,0.5514,0.3519,0.3168,0.3346,0.2056,0.1032,0.3168,0.404,0.4282,0.4538,0.3704,0.3741,0.3839,0.3494,0.438,0.4265,0.2854,0.2808,0.2395,0.0369,0.0805,0.0541,0.0177,0.0065,0.0222,0.0045,0.0136,0.0113,0.0053,0.0165,0.0141,0.0077,0.0246,0.0198,Mine
0.0094,0.0333,0.0306,0.0376,0.1296,0.1795,0.1909,0.1692,0.187,0.1725,0.2228,0.3106,0.4144,0.5157,0.5369,0.5107,0.6441,0.7326,0.8164,0.8856,0.9891,1,0.875,0.8631,0.9074,0.8674,0.775,0.66,0.5615,0.4016,0.2331,0.1164,0.1095,0.0431,0.0619,0.1956,0.212,0.3242,0.4102,0.2939,0.1911,0.1702,0.101,0.1512,0.1427,0.1097,0.1173,0.0972,0.0703,0.0281,0.0216,0.0153,0.0112,0.0241,0.0164,0.0055,0.0078,0.0055,0.0091,0.0067,Mine
0.0228,0.0106,0.013,0.0842,0.1117,0.1506,0.1776,0.0997,0.1428,0.2227,0.2621,0.3109,0.2859,0.3316,0.3755,0.4499,0.4765,0.6254,0.7304,0.8702,0.9349,0.9614,0.9126,0.9443,1,0.9455,0.8815,0.752,0.7068,0.5986,0.3857,0.251,0.2162,0.0968,0.1323,0.1344,0.225,0.3244,0.3939,0.3806,0.3258,0.3654,0.2983,0.1779,0.1535,0.1199,0.0959,0.0765,0.0649,0.0313,0.0185,0.0098,0.0178,0.0077,0.0074,0.0095,0.0055,0.0045,0.0063,0.0039,Mine
0.0363,0.0478,0.0298,0.021,0.1409,0.1916,0.1349,0.1613,0.1703,0.1444,0.1989,0.2154,0.2863,0.357,0.398,0.4359,0.5334,0.6304,0.6995,0.7435,0.8379,0.8641,0.9014,0.9432,0.9536,1,0.9547,0.9745,0.8962,0.7196,0.5462,0.3156,0.2525,0.1969,0.2189,0.1533,0.0711,0.1498,0.1755,0.2276,0.1322,0.1056,0.1973,0.1692,0.1881,0.1177,0.0779,0.0495,0.0492,0.0194,0.025,0.0115,0.019,0.0055,0.0096,0.005,0.0066,0.0114,0.0073,0.0033,Mine
0.0261,0.0266,0.0223,0.0749,0.1364,0.1513,0.1316,0.1654,0.1864,0.2013,0.289,0.365,0.351,0.3495,0.4325,0.5398,0.6237,0.6876,0.7329,0.8107,0.8396,0.8632,0.8747,0.9607,0.9716,0.9121,0.8576,0.8798,0.772,0.5711,0.4264,0.286,0.3114,0.2066,0.1165,0.0185,0.1302,0.248,0.1637,0.1103,0.2144,0.2033,0.1887,0.137,0.1376,0.0307,0.0373,0.0606,0.0399,0.0169,0.0135,0.0222,0.0175,0.0127,0.0022,0.0124,0.0054,0.0021,0.0028,0.0023,Mine
0.0346,0.0509,0.0079,0.0243,0.0432,0.0735,0.0938,0.1134,0.1228,0.1508,0.1809,0.239,0.2947,0.2866,0.401,0.5325,0.5486,0.5823,0.6041,0.6749,0.7084,0.789,0.9284,0.9781,0.9738,1,0.9702,0.9956,0.8235,0.602,0.5342,0.4867,0.3526,0.1566,0.0946,0.1613,0.2824,0.339,0.3019,0.2945,0.2978,0.2676,0.2055,0.2069,0.1625,0.1216,0.1013,0.0744,0.0386,0.005,0.0146,0.004,0.0122,0.0107,0.0112,0.0102,0.0052,0.0024,0.0079,0.0031,Mine
0.0162,0.0041,0.0239,0.0441,0.063,0.0921,0.1368,0.1078,0.1552,0.1779,0.2164,0.2568,0.3089,0.3829,0.4393,0.5335,0.5996,0.6728,0.7309,0.8092,0.8941,0.9668,1,0.9893,0.9376,0.8991,0.9184,0.9128,0.7811,0.6018,0.3765,0.33,0.228,0.0212,0.1117,0.1788,0.2373,0.2843,0.2241,0.2715,0.3363,0.2546,0.1867,0.216,0.1278,0.0768,0.107,0.0946,0.0636,0.0227,0.0128,0.0173,0.0135,0.0114,0.0062,0.0157,0.0088,0.0036,0.0053,0.003,Mine
0.0249,0.0119,0.0277,0.076,0.1218,0.1538,0.1192,0.1229,0.2119,0.2531,0.2855,0.2961,0.3341,0.4287,0.5205,0.6087,0.7236,0.7577,0.7726,0.8098,0.8995,0.9247,0.9365,0.9853,0.9776,1,0.9896,0.9076,0.7306,0.5758,0.4469,0.3719,0.2079,0.0955,0.0488,0.1406,0.2554,0.2054,0.1614,0.2232,0.1773,0.2293,0.2521,0.1464,0.0673,0.0965,0.1492,0.1128,0.0463,0.0193,0.014,0.0027,0.0068,0.015,0.0012,0.0133,0.0048,0.0244,0.0077,0.0074,Mine
0.027,0.0163,0.0341,0.0247,0.0822,0.1256,0.1323,0.1584,0.2017,0.2122,0.221,0.2399,0.2964,0.4061,0.5095,0.5512,0.6613,0.6804,0.652,0.6788,0.7811,0.8369,0.8969,0.9856,1,0.9395,0.8917,0.8105,0.6828,0.5572,0.4301,0.3339,0.2035,0.0798,0.0809,0.1525,0.2626,0.2456,0.198,0.2412,0.2409,0.1901,0.2077,0.1767,0.1119,0.0779,0.1344,0.096,0.0598,0.033,0.0197,0.0189,0.0204,0.0085,0.0043,0.0092,0.0138,0.0094,0.0105,0.0093,Mine
0.0388,0.0324,0.0688,0.0898,0.1267,0.1515,0.2134,0.2613,0.2832,0.2718,0.3645,0.3934,0.3843,0.4677,0.5364,0.4823,0.4835,0.5862,0.7579,0.6997,0.6918,0.8633,0.9107,0.9346,0.7884,0.8585,0.9261,0.708,0.5779,0.5215,0.4505,0.3129,0.1448,0.1046,0.182,0.1519,0.1017,0.1438,0.1986,0.2039,0.2778,0.2879,0.1331,0.114,0.131,0.1433,0.0624,0.01,0.0098,0.0131,0.0152,0.0255,0.0071,0.0263,0.0079,0.0111,0.0107,0.0068,0.0097,0.0067,Mine
0.0228,0.0853,0.1,0.0428,0.1117,0.1651,0.1597,0.2116,0.3295,0.3517,0.333,0.3643,0.402,0.4731,0.5196,0.6573,0.8426,0.8476,0.8344,0.8453,0.7999,0.8537,0.9642,1,0.9357,0.9409,0.907,0.7104,0.632,0.5667,0.3501,0.2447,0.1698,0.329,0.3674,0.2331,0.2413,0.2556,0.1892,0.194,0.3074,0.2785,0.0308,0.1238,0.1854,0.1753,0.1079,0.0728,0.0242,0.0191,0.0159,0.0172,0.0191,0.026,0.014,0.0125,0.0116,0.0093,0.0012,0.0036,Mine
0.0715,0.0849,0.0587,0.0218,0.0862,0.1801,0.1916,0.1896,0.296,0.4186,0.4867,0.5249,0.5959,0.6855,0.8573,0.9718,0.8693,0.8711,0.8954,0.9922,0.898,0.8158,0.8373,0.7541,0.5893,0.5488,0.5643,0.5406,0.4783,0.4439,0.3698,0.2574,0.1478,0.1743,0.1229,0.1588,0.1803,0.1436,0.1667,0.263,0.2234,0.1239,0.0869,0.2092,0.1499,0.0676,0.0899,0.0927,0.0658,0.0086,0.0216,0.0153,0.0121,0.0096,0.0196,0.0042,0.0066,0.0099,0.0083,0.0124,Mine
0.0209,0.0261,0.012,0.0768,0.1064,0.168,0.3016,0.346,0.3314,0.4125,0.3943,0.1334,0.4622,0.997,0.9137,0.8292,0.6994,0.7825,0.8789,0.8501,0.892,0.9473,1,0.8975,0.7806,0.8321,0.6502,0.4548,0.4732,0.3391,0.2747,0.0978,0.0477,0.1403,0.1834,0.2148,0.1271,0.1912,0.3391,0.3444,0.2369,0.1195,0.2665,0.2587,0.1393,0.1083,0.1383,0.1321,0.1069,0.0325,0.0316,0.0057,0.0159,0.0085,0.0372,0.0101,0.0127,0.0288,0.0129,0.0023,Mine
0.0374,0.0586,0.0628,0.0534,0.0255,0.1422,0.2072,0.2734,0.307,0.2597,0.3483,0.3999,0.4574,0.595,0.7924,0.8272,0.8087,0.8977,0.9828,0.8982,0.889,0.9367,0.9122,0.7936,0.6718,0.6318,0.4865,0.3388,0.4832,0.3822,0.3075,0.1267,0.0743,0.151,0.1906,0.1817,0.1709,0.0946,0.2829,0.3006,0.1602,0.1483,0.2875,0.2047,0.1064,0.1395,0.1065,0.0527,0.0395,0.0183,0.0353,0.0118,0.0063,0.0237,0.0032,0.0087,0.0124,0.0113,0.0098,0.0126,Mine
0.1371,0.1226,0.1385,0.1484,0.1776,0.1428,0.1773,0.2161,0.163,0.2067,0.4257,0.5484,0.7131,0.7003,0.6777,0.7939,0.9382,0.8925,0.9146,0.7832,0.796,0.7983,0.7716,0.6615,0.486,0.5572,0.4697,0.564,0.4517,0.3369,0.2684,0.2339,0.3052,0.3016,0.2753,0.1041,0.1757,0.3156,0.3603,0.2736,0.1301,0.2458,0.3404,0.1753,0.0679,0.1062,0.0643,0.0532,0.0531,0.0272,0.0171,0.0118,0.0129,0.0344,0.0065,0.0067,0.0022,0.0079,0.0146,0.0051,Mine
0.0443,0.0446,0.0235,0.1008,0.2252,0.2611,0.2061,0.1668,0.1801,0.3083,0.3794,0.5364,0.6173,0.7842,0.8392,0.9016,1,0.8911,0.8753,0.7886,0.7156,0.7581,0.6372,0.321,0.2076,0.2279,0.3309,0.2847,0.1949,0.1671,0.1025,0.1362,0.2212,0.1124,0.1677,0.1039,0.2562,0.2624,0.2236,0.118,0.1103,0.2831,0.2385,0.0255,0.1967,0.1483,0.0434,0.0627,0.0513,0.0473,0.0248,0.0274,0.0205,0.0141,0.0185,0.0055,0.0045,0.0115,0.0152,0.01,Mine
0.115,0.1163,0.0866,0.0358,0.0232,0.1267,0.2417,0.2661,0.4346,0.5378,0.3816,0.0991,0.0616,0.1795,0.3907,0.3602,0.3041,0.2428,0.406,0.8395,0.9777,0.468,0.061,0.2143,0.1348,0.2854,0.1617,0.2649,0.4565,0.6502,0.2848,0.3296,0.537,0.6627,0.8626,0.8547,0.7848,0.9016,0.8827,0.6086,0.281,0.0906,0.1177,0.2694,0.5214,0.4232,0.234,0.1928,0.1092,0.0507,0.0228,0.0099,0.0065,0.0085,0.0166,0.011,0.019,0.0141,0.0068,0.0086,Mine
0.0968,0.0821,0.0629,0.0608,0.0617,0.1207,0.0944,0.4223,0.5744,0.5025,0.3488,0.17,0.2076,0.3087,0.4224,0.5312,0.2436,0.1884,0.1908,0.8321,1,0.4076,0.096,0.1928,0.2419,0.379,0.2893,0.3451,0.3777,0.5213,0.2316,0.3335,0.4781,0.6116,0.6705,0.7375,0.7356,0.7792,0.6788,0.5259,0.2762,0.1545,0.2019,0.2231,0.4221,0.3067,0.1329,0.1349,0.1057,0.0499,0.0206,0.0073,0.0081,0.0303,0.019,0.0212,0.0126,0.0201,0.021,0.0041,Mine
0.079,0.0707,0.0352,0.166,0.133,0.0226,0.0771,0.2678,0.5664,0.6609,0.5002,0.2583,0.165,0.4347,0.4515,0.4579,0.3366,0.4,0.5325,0.901,0.9939,0.3689,0.1012,0.0248,0.2318,0.3981,0.2259,0.5247,0.6898,0.8316,0.4326,0.3741,0.5756,0.8043,0.7963,0.7174,0.7056,0.8148,0.7601,0.6034,0.4554,0.4729,0.4478,0.3722,0.4693,0.3839,0.0768,0.1467,0.0777,0.0469,0.0193,0.0298,0.039,0.0294,0.0175,0.0249,0.0141,0.0073,0.0025,0.0101,Mine
0.1083,0.107,0.0257,0.0837,0.0748,0.1125,0.3322,0.459,0.5526,0.5966,0.5304,0.2251,0.2402,0.2689,0.6646,0.6632,0.1674,0.0837,0.4331,0.8718,0.7992,0.3712,0.1703,0.1611,0.2086,0.2847,0.2211,0.6134,0.5807,0.6925,0.3825,0.4303,0.7791,0.8703,1,0.9212,0.9386,0.9303,0.7314,0.4791,0.2087,0.2016,0.1669,0.2872,0.4374,0.3097,0.1578,0.0553,0.0334,0.0209,0.0172,0.018,0.011,0.0234,0.0276,0.0032,0.0084,0.0122,0.0082,0.0143,Mine
0.0094,0.0611,0.1136,0.1203,0.0403,0.1227,0.2495,0.4566,0.6587,0.5079,0.335,0.0834,0.3004,0.3957,0.3769,0.3828,0.1247,0.1363,0.2678,0.9188,0.9779,0.3236,0.1944,0.1874,0.0885,0.3443,0.2953,0.5908,0.4564,0.7334,0.1969,0.279,0.6212,0.8681,0.8621,0.938,0.8327,0.948,0.6721,0.4436,0.5163,0.3809,0.1557,0.1449,0.2662,0.1806,0.1699,0.2559,0.1129,0.0201,0.048,0.0234,0.0175,0.0352,0.0158,0.0326,0.0201,0.0168,0.0245,0.0154,Mine
0.1088,0.1278,0.0926,0.1234,0.1276,0.1731,0.1948,0.4262,0.6828,0.5761,0.4733,0.2362,0.1023,0.2904,0.4713,0.4659,0.1415,0.0849,0.3257,0.9007,0.9312,0.4856,0.1346,0.1604,0.2737,0.5609,0.3654,0.6139,0.547,0.8474,0.5638,0.5443,0.5086,0.6253,0.8497,0.8406,0.842,0.9136,0.7713,0.4882,0.3724,0.4469,0.4586,0.4491,0.5616,0.4305,0.0945,0.0794,0.0274,0.0154,0.014,0.0455,0.0213,0.0082,0.0124,0.0167,0.0103,0.0205,0.0178,0.0187,Mine
0.043,0.0902,0.0833,0.0813,0.0165,0.0277,0.0569,0.2057,0.3887,0.7106,0.7342,0.5033,0.3,0.1951,0.2767,0.3737,0.2507,0.2507,0.3292,0.4871,0.6527,0.8454,0.9739,1,0.6665,0.5323,0.4024,0.3444,0.4239,0.4182,0.4393,0.1162,0.4336,0.6553,0.6172,0.4373,0.4118,0.3641,0.4572,0.4367,0.2964,0.4312,0.4155,0.1824,0.1487,0.0138,0.1164,0.2052,0.1069,0.0199,0.0208,0.0176,0.0197,0.021,0.0141,0.0049,0.0027,0.0162,0.0059,0.0021,Mine
0.0731,0.1249,0.1665,0.1496,0.1443,0.277,0.2555,0.1712,0.0466,0.1114,0.1739,0.316,0.3249,0.2164,0.2031,0.258,0.1796,0.2422,0.3609,0.181,0.2604,0.6572,0.9734,0.9757,0.8079,0.6521,0.4915,0.5363,0.7649,0.525,0.5101,0.4219,0.416,0.1906,0.0223,0.4219,0.5496,0.2483,0.2034,0.2729,0.2837,0.4463,0.3178,0.0807,0.1192,0.2134,0.3241,0.2945,0.1474,0.0211,0.0361,0.0444,0.023,0.029,0.0141,0.0161,0.0177,0.0194,0.0207,0.0057,Mine
0.0164,0.0627,0.0738,0.0608,0.0233,0.1048,0.1338,0.0644,0.1522,0.078,0.1791,0.2681,0.1788,0.1039,0.198,0.3234,0.3748,0.2586,0.368,0.3508,0.5606,0.5231,0.5469,0.6954,0.6352,0.6757,0.8499,0.8025,0.6563,0.8591,0.6655,0.5369,0.3118,0.3763,0.2801,0.0875,0.3319,0.4237,0.1801,0.3743,0.4627,0.1614,0.2494,0.3202,0.2265,0.1146,0.0476,0.0943,0.0824,0.0171,0.0244,0.0258,0.0143,0.0226,0.0187,0.0185,0.011,0.0094,0.0078,0.0112,Mine
0.0412,0.1135,0.0518,0.0232,0.0646,0.1124,0.1787,0.2407,0.2682,0.2058,0.1546,0.2671,0.3141,0.2904,0.3531,0.5079,0.4639,0.1859,0.4474,0.4079,0.54,0.4786,0.4332,0.6113,0.5091,0.4606,0.7243,0.8987,0.8826,0.9201,0.8005,0.6033,0.212,0.2866,0.4033,0.2803,0.3087,0.355,0.2545,0.1432,0.5869,0.6431,0.5826,0.4286,0.4894,0.5777,0.4315,0.264,0.1794,0.0772,0.0798,0.0376,0.0143,0.0272,0.0127,0.0166,0.0095,0.0225,0.0098,0.0085,Mine
0.0707,0.1252,0.1447,0.1644,0.1693,0.0844,0.0715,0.0947,0.1583,0.1247,0.234,0.1764,0.2284,0.3115,0.4725,0.5543,0.5386,0.3746,0.4583,0.5961,0.7464,0.7644,0.5711,0.6257,0.6695,0.7131,0.7567,0.8077,0.8477,0.9289,0.9513,0.7995,0.4362,0.4048,0.4952,0.1712,0.3652,0.3763,0.2841,0.0427,0.5331,0.6952,0.4288,0.3063,0.5835,0.5692,0.263,0.1196,0.0983,0.0374,0.0291,0.0156,0.0197,0.0135,0.0127,0.0138,0.0133,0.0131,0.0154,0.0218,Mine
0.0526,0.0563,0.1219,0.1206,0.0246,0.1022,0.0539,0.0439,0.2291,0.1632,0.2544,0.2807,0.3011,0.3361,0.3024,0.2285,0.291,0.1316,0.1151,0.3404,0.5562,0.6379,0.6553,0.7384,0.6534,0.5423,0.6877,0.7325,0.7726,0.8229,0.8787,0.9108,0.6705,0.6092,0.7505,0.4775,0.1666,0.3749,0.3776,0.2106,0.5886,0.5628,0.2577,0.5245,0.6149,0.5123,0.3385,0.1499,0.0546,0.027,0.038,0.0339,0.0149,0.0335,0.0376,0.0174,0.0132,0.0103,0.0364,0.0208,Mine
0.0516,0.0944,0.0622,0.0415,0.0995,0.2431,0.1777,0.2018,0.2611,0.1294,0.2646,0.2778,0.4432,0.3672,0.2035,0.2764,0.3252,0.1536,0.2784,0.3508,0.5187,0.7052,0.7143,0.6814,0.51,0.5308,0.6131,0.8388,0.9031,0.8607,0.9656,0.9168,0.7132,0.6898,0.731,0.4134,0.158,0.1819,0.1381,0.296,0.6935,0.8246,0.5351,0.4403,0.6448,0.6214,0.3016,0.1379,0.0364,0.0355,0.0456,0.0432,0.0274,0.0152,0.012,0.0129,0.002,0.0109,0.0074,0.0078,Mine
0.0299,0.0688,0.0992,0.1021,0.08,0.0629,0.013,0.0813,0.1761,0.0998,0.0523,0.0904,0.2655,0.3099,0.352,0.3892,0.3962,0.2449,0.2355,0.3045,0.3112,0.4698,0.5534,0.4532,0.4464,0.467,0.4621,0.6988,0.7626,0.7025,0.7382,0.7446,0.7927,0.5227,0.3967,0.3042,0.1309,0.2408,0.178,0.1598,0.5657,0.6443,0.4241,0.4567,0.576,0.5293,0.3287,0.1283,0.0698,0.0334,0.0342,0.0459,0.0277,0.0172,0.0087,0.0046,0.0203,0.013,0.0115,0.0015,Mine
0.0721,0.1574,0.1112,0.1085,0.0666,0.18,0.1108,0.2794,0.1408,0.0795,0.2534,0.392,0.3375,0.161,0.1889,0.3308,0.2282,0.2177,0.1853,0.5167,0.5342,0.6298,0.8437,0.6756,0.5825,0.6141,0.8809,0.8375,0.3869,0.5051,0.5455,0.4241,0.1534,0.495,0.6983,0.7109,0.5647,0.487,0.5515,0.4433,0.525,0.6075,0.5251,0.1359,0.4268,0.4442,0.2193,0.09,0.12,0.0628,0.0234,0.0309,0.0127,0.0082,0.0281,0.0117,0.0092,0.0147,0.0157,0.0129,Mine
0.1021,0.083,0.0577,0.0627,0.0635,0.1328,0.0988,0.1787,0.1199,0.1369,0.2509,0.2631,0.2796,0.2977,0.3823,0.3129,0.3956,0.2093,0.3218,0.3345,0.3184,0.2887,0.361,0.2566,0.4106,0.4591,0.4722,0.7278,0.7591,0.6579,0.7514,0.6666,0.4903,0.5962,0.6552,0.4014,0.1188,0.3245,0.3107,0.1354,0.5109,0.7988,0.7517,0.5508,0.5858,0.7292,0.5522,0.3339,0.1608,0.0475,0.1004,0.0709,0.0317,0.0309,0.0252,0.0087,0.0177,0.0214,0.0227,0.0106,Mine
0.0654,0.0649,0.0737,0.1132,0.2482,0.1257,0.1797,0.0989,0.246,0.3422,0.2128,0.1377,0.4032,0.5684,0.2398,0.4331,0.5954,0.5772,0.8176,0.8835,0.5248,0.6373,0.8375,0.6699,0.7756,0.875,0.83,0.6896,0.3372,0.6405,0.7138,0.8202,0.6657,0.5254,0.296,0.0704,0.097,0.3941,0.6028,0.3521,0.3924,0.4808,0.4602,0.4164,0.5438,0.5649,0.3195,0.2484,0.1299,0.0825,0.0243,0.021,0.0361,0.0239,0.0447,0.0394,0.0355,0.044,0.0243,0.0098,Mine
0.0712,0.0901,0.1276,0.1497,0.1284,0.1165,0.1285,0.1684,0.183,0.2127,0.2891,0.3985,0.4576,0.5821,0.5027,0.193,0.2579,0.3177,0.2745,0.6186,0.8958,0.7442,0.5188,0.2811,0.1773,0.6607,0.7576,0.5122,0.4701,0.5479,0.4347,0.1276,0.0846,0.0927,0.0313,0.0998,0.1781,0.1586,0.3001,0.2208,0.1455,0.2895,0.3203,0.1414,0.0629,0.0734,0.0805,0.0608,0.0565,0.0286,0.0154,0.0154,0.0156,0.0054,0.003,0.0048,0.0087,0.0101,0.0095,0.0068,Mine
0.0207,0.0535,0.0334,0.0818,0.074,0.0324,0.0918,0.107,0.1553,0.1234,0.1796,0.1787,0.1247,0.2577,0.337,0.399,0.1647,0.2266,0.3219,0.5356,0.8159,1,0.8701,0.6889,0.6299,0.5738,0.5707,0.5976,0.4301,0.2058,0.1,0.2247,0.2308,0.3977,0.3317,0.1726,0.1429,0.2168,0.1967,0.214,0.3674,0.2023,0.0778,0.0925,0.2388,0.34,0.2594,0.1102,0.0911,0.0462,0.0171,0.0033,0.005,0.019,0.0103,0.0121,0.0042,0.009,0.007,0.0099,Mine
0.0209,0.0278,0.0115,0.0445,0.0427,0.0766,0.1458,0.143,0.1894,0.1853,0.1748,0.1556,0.1476,0.1378,0.2584,0.3827,0.4784,0.536,0.6192,0.7912,0.9264,1,0.908,0.7435,0.5557,0.3172,0.1295,0.0598,0.2722,0.3616,0.3293,0.4855,0.3936,0.1845,0.0342,0.2489,0.3837,0.3514,0.2654,0.176,0.1599,0.0866,0.059,0.0813,0.0492,0.0417,0.0495,0.0367,0.0115,0.0118,0.0133,0.0096,0.0014,0.0049,0.0039,0.0029,0.0078,0.0047,0.0021,0.0011,Mine
0.0231,0.0315,0.017,0.0226,0.041,0.0116,0.0223,0.0805,0.2365,0.2461,0.2245,0.152,0.1732,0.3099,0.438,0.5595,0.682,0.6164,0.6803,0.8435,0.9921,1,0.7983,0.5426,0.3952,0.5179,0.565,0.3042,0.1881,0.396,0.2286,0.3544,0.4187,0.2398,0.1847,0.376,0.4331,0.3626,0.2519,0.187,0.1046,0.2339,0.1991,0.11,0.0684,0.0303,0.0674,0.0785,0.0455,0.0246,0.0151,0.0125,0.0036,0.0123,0.0043,0.0114,0.0052,0.0091,0.0008,0.0092,Mine
0.0131,0.0201,0.0045,0.0217,0.023,0.0481,0.0742,0.0333,0.1369,0.2079,0.2295,0.199,0.1184,0.1891,0.2949,0.5343,0.685,0.7923,0.822,0.729,0.7352,0.7918,0.8057,0.4898,0.1934,0.2924,0.6255,0.8546,0.8966,0.7821,0.5168,0.484,0.4038,0.3411,0.2849,0.2353,0.2699,0.4442,0.4323,0.3314,0.1195,0.1669,0.3702,0.3072,0.0945,0.1545,0.1394,0.0772,0.0615,0.023,0.0111,0.0168,0.0086,0.0045,0.0062,0.0065,0.003,0.0066,0.0029,0.0053,Mine
0.0233,0.0394,0.0416,0.0547,0.0993,0.1515,0.1674,0.1513,0.1723,0.2078,0.1239,0.0236,0.1771,0.3115,0.499,0.6707,0.7655,0.8485,0.9805,1,1,0.9992,0.9067,0.6803,0.5103,0.4716,0.498,0.6196,0.7171,0.6316,0.3554,0.2897,0.4316,0.3791,0.2421,0.0944,0.0351,0.0844,0.0436,0.113,0.2045,0.1937,0.0834,0.1502,0.1675,0.1058,0.1111,0.0849,0.0596,0.0201,0.0071,0.0104,0.0062,0.0026,0.0025,0.0061,0.0038,0.0101,0.0078,0.0006,Mine
0.0117,0.0069,0.0279,0.0583,0.0915,0.1267,0.1577,0.1927,0.2361,0.2169,0.118,0.0754,0.2782,0.3758,0.5093,0.6592,0.7071,0.7532,0.8357,0.8593,0.9615,0.9838,0.8705,0.6403,0.5067,0.5395,0.6934,0.8487,0.8213,0.5962,0.295,0.2758,0.2885,0.1893,0.1446,0.0955,0.0888,0.0836,0.0894,0.1547,0.2318,0.2225,0.1035,0.1721,0.2017,0.1787,0.1112,0.0398,0.0305,0.0084,0.0039,0.0053,0.0029,0.002,0.0013,0.0029,0.002,0.0062,0.0026,0.0052,Mine
0.0211,0.0128,0.0015,0.045,0.0711,0.1563,0.1518,0.1206,0.1666,0.1345,0.0785,0.0367,0.1227,0.2614,0.428,0.6122,0.7435,0.813,0.9006,0.9603,0.9162,0.914,0.7851,0.5134,0.3439,0.329,0.2571,0.3685,0.5765,0.619,0.4613,0.3615,0.4434,0.3864,0.3093,0.2138,0.1112,0.1386,0.1523,0.0996,0.1644,0.1902,0.1313,0.1776,0.2,0.0765,0.0727,0.0749,0.0449,0.0134,0.0174,0.0117,0.0023,0.0047,0.0049,0.0031,0.0024,0.0039,0.0051,0.0015,Mine
0.0047,0.0059,0.008,0.0554,0.0883,0.1278,0.1674,0.1373,0.2922,0.3469,0.3265,0.3263,0.2301,0.1253,0.2102,0.2401,0.1928,0.1673,0.1228,0.0902,0.1557,0.3291,0.5268,0.674,0.7906,0.8938,0.9395,0.9493,0.904,0.9151,0.8828,0.8086,0.718,0.672,0.6447,0.6879,0.6241,0.4936,0.4144,0.424,0.4546,0.4392,0.4323,0.4921,0.471,0.3196,0.2241,0.1806,0.099,0.0251,0.0129,0.0095,0.0126,0.0069,0.0039,0.0068,0.006,0.0045,0.0002,0.0029,Mine
0.0201,0.0178,0.0274,0.0232,0.0724,0.0833,0.1232,0.1298,0.2085,0.272,0.2188,0.3037,0.2959,0.2059,0.0906,0.161,0.18,0.218,0.2026,0.1506,0.0521,0.2143,0.4333,0.5943,0.6926,0.7576,0.8787,0.906,0.8528,0.9087,0.9657,0.9306,0.7774,0.6643,0.6604,0.6884,0.6938,0.5932,0.5774,0.6223,0.5841,0.4527,0.4911,0.5762,0.5013,0.4042,0.3123,0.2232,0.1085,0.0414,0.0253,0.0131,0.0049,0.0104,0.0102,0.0092,0.0083,0.002,0.0048,0.0036,Mine
0.0107,0.0453,0.0289,0.0713,0.1075,0.1019,0.1606,0.2119,0.3061,0.2936,0.3104,0.3431,0.2456,0.1887,0.1184,0.208,0.2736,0.3274,0.2344,0.126,0.0576,0.1241,0.3239,0.4357,0.5734,0.7825,0.9252,0.9349,0.9348,1,0.9308,0.8478,0.7605,0.704,0.7539,0.799,0.7673,0.5955,0.4731,0.484,0.434,0.3954,0.4837,0.5379,0.4485,0.2674,0.1541,0.1359,0.0941,0.0261,0.0079,0.0164,0.012,0.0113,0.0021,0.0097,0.0072,0.006,0.0017,0.0036,Mine
0.0235,0.022,0.0167,0.0516,0.0746,0.1121,0.1258,0.1717,0.3074,0.3199,0.2946,0.2484,0.251,0.1806,0.1413,0.3019,0.3635,0.3887,0.298,0.2219,0.1624,0.1343,0.2046,0.3791,0.5771,0.7545,0.8406,0.8547,0.9036,1,0.9646,0.7912,0.6412,0.5986,0.6835,0.7771,0.8084,0.7426,0.6295,0.5708,0.4433,0.3361,0.3795,0.495,0.4373,0.2404,0.1128,0.1654,0.0933,0.0225,0.0214,0.0221,0.0152,0.0083,0.0058,0.0023,0.0057,0.0052,0.0027,0.0021,Mine
0.0258,0.0433,0.0547,0.0681,0.0784,0.125,0.1296,0.1729,0.2794,0.2954,0.2506,0.2601,0.2249,0.2115,0.127,0.1193,0.1794,0.2185,0.1646,0.074,0.0625,0.2381,0.4824,0.6372,0.7531,0.8959,0.9941,0.9957,0.9328,0.9344,0.8854,0.769,0.6865,0.639,0.6378,0.6629,0.5983,0.4565,0.3129,0.4158,0.4325,0.4031,0.4201,0.4557,0.3955,0.2966,0.2095,0.1558,0.0884,0.0265,0.0121,0.0091,0.0062,0.0019,0.0045,0.0079,0.0031,0.0063,0.0048,0.005,Mine
0.0305,0.0363,0.0214,0.0227,0.0456,0.0665,0.0939,0.0972,0.2535,0.3127,0.2192,0.2621,0.2419,0.2179,0.1159,0.1237,0.0886,0.1755,0.1758,0.154,0.0512,0.1805,0.4039,0.5697,0.6577,0.7474,0.8543,0.9085,0.8668,0.8892,0.9065,0.8522,0.7204,0.62,0.6253,0.6848,0.7337,0.6281,0.5725,0.6119,0.5597,0.4965,0.5027,0.5772,0.5907,0.4803,0.3877,0.2779,0.1427,0.0424,0.0271,0.02,0.007,0.007,0.0086,0.0089,0.0074,0.0042,0.0055,0.0021,Mine
0.0217,0.0152,0.0346,0.0346,0.0484,0.0526,0.0773,0.0862,0.1451,0.211,0.2343,0.2087,0.1645,0.1689,0.165,0.1967,0.2934,0.3709,0.4309,0.4161,0.5116,0.6501,0.7717,0.8491,0.9104,0.8912,0.8189,0.6779,0.5368,0.5207,0.5651,0.5749,0.525,0.4255,0.333,0.2331,0.1451,0.1648,0.2694,0.373,0.4467,0.4133,0.3743,0.3021,0.2069,0.179,0.1689,0.1341,0.0769,0.0222,0.0205,0.0123,0.0067,0.0011,0.0026,0.0049,0.0029,0.0022,0.0022,0.0032,Mine
0.0072,0.0027,0.0089,0.0061,0.042,0.0865,0.1182,0.0999,0.1976,0.2318,0.2472,0.288,0.2126,0.0708,0.1194,0.2808,0.4221,0.5279,0.5857,0.6153,0.6753,0.7873,0.8974,0.9828,1,0.846,0.6055,0.3036,0.0144,0.2526,0.4335,0.4918,0.5409,0.5961,0.5248,0.3777,0.2369,0.172,0.1878,0.325,0.2575,0.2423,0.2706,0.2323,0.1724,0.1457,0.1175,0.0868,0.0392,0.0131,0.0092,0.0078,0.0071,0.0081,0.0034,0.0064,0.0037,0.0036,0.0012,0.0037,Mine
0.0163,0.0198,0.0202,0.0386,0.0752,0.1444,0.1487,0.1484,0.2442,0.2822,0.3691,0.375,0.3927,0.3308,0.1085,0.1139,0.3446,0.5441,0.647,0.7276,0.7894,0.8264,0.8697,0.7836,0.714,0.5698,0.2908,0.4636,0.6409,0.7405,0.8069,0.842,1,0.9536,0.6755,0.3905,0.1249,0.3629,0.6356,0.8116,0.7664,0.5417,0.2614,0.1723,0.2814,0.2764,0.1985,0.1502,0.1219,0.0493,0.0027,0.0077,0.0026,0.0031,0.0083,0.002,0.0084,0.0108,0.0083,0.0033,Mine
0.0221,0.0065,0.0164,0.0487,0.0519,0.0849,0.0812,0.1833,0.2228,0.181,0.2549,0.2984,0.2624,0.1893,0.0668,0.2666,0.4274,0.6291,0.7782,0.7686,0.8099,0.8493,0.944,0.945,0.9655,0.8045,0.4969,0.396,0.3856,0.5574,0.7309,0.8549,0.9425,0.8726,0.6673,0.4694,0.1546,0.1748,0.3607,0.5208,0.5177,0.3702,0.224,0.0816,0.0395,0.0785,0.1052,0.1034,0.0764,0.0216,0.0167,0.0089,0.0051,0.0015,0.0075,0.0058,0.0016,0.007,0.0074,0.0038,Mine
0.0411,0.0277,0.0604,0.0525,0.0489,0.0385,0.0611,0.1117,0.1237,0.23,0.137,0.1335,0.2137,0.1526,0.0775,0.1196,0.0903,0.0689,0.2071,0.2975,0.2836,0.3353,0.3622,0.3202,0.3452,0.3562,0.3892,0.6622,0.9254,1,0.8528,0.6297,0.525,0.4012,0.2901,0.2007,0.3356,0.4799,0.6147,0.6246,0.4973,0.3492,0.2662,0.3137,0.4282,0.4262,0.3511,0.2458,0.1259,0.0327,0.0181,0.0217,0.0038,0.0019,0.0065,0.0132,0.0108,0.005,0.0085,0.0044,Mine
0.0137,0.0297,0.0116,0.0082,0.0241,0.0253,0.0279,0.013,0.0489,0.0874,0.11,0.1084,0.1094,0.1023,0.0601,0.0906,0.1313,0.2758,0.366,0.5269,0.581,0.6181,0.5875,0.4639,0.5424,0.7367,0.9089,1,0.8247,0.5441,0.3349,0.0877,0.16,0.4169,0.6576,0.739,0.7963,0.7493,0.6795,0.4713,0.2355,0.1704,0.2728,0.4016,0.4125,0.347,0.2739,0.179,0.0922,0.0276,0.0169,0.0081,0.004,0.0025,0.0036,0.0058,0.0067,0.0035,0.0043,0.0033,Mine
0.0015,0.0186,0.0289,0.0195,0.0515,0.0817,0.1005,0.0124,0.1168,0.1476,0.2118,0.2575,0.2354,0.1334,0.0092,0.1951,0.3685,0.4646,0.5418,0.626,0.742,0.8257,0.8609,0.84,0.8949,0.9945,1,0.9649,0.8747,0.6257,0.2184,0.2945,0.3645,0.5012,0.7843,0.9361,0.8195,0.6207,0.4513,0.3004,0.2674,0.2241,0.3141,0.3693,0.2986,0.2226,0.0849,0.0359,0.0289,0.0122,0.0045,0.0108,0.0075,0.0089,0.0036,0.0029,0.0013,0.001,0.0032,0.0047,Mine
0.013,0.012,0.0436,0.0624,0.0428,0.0349,0.0384,0.0446,0.1318,0.1375,0.2026,0.2389,0.2112,0.1444,0.0742,0.1533,0.3052,0.4116,0.5466,0.5933,0.6663,0.7333,0.7136,0.7014,0.7758,0.9137,0.9964,1,0.8881,0.6585,0.2707,0.1746,0.2709,0.4853,0.7184,0.8209,0.7536,0.6496,0.4708,0.3482,0.3508,0.3181,0.3524,0.3659,0.2846,0.1714,0.0694,0.0303,0.0292,0.0116,0.0024,0.0084,0.01,0.0018,0.0035,0.0058,0.0011,0.0009,0.0033,0.0026,Mine
0.0134,0.0172,0.0178,0.0363,0.0444,0.0744,0.08,0.0456,0.0368,0.125,0.2405,0.2325,0.2523,0.1472,0.0669,0.11,0.2353,0.3282,0.4416,0.5167,0.6508,0.7793,0.7978,0.7786,0.8587,0.9321,0.9454,0.8645,0.722,0.485,0.1357,0.2951,0.4715,0.6036,0.8083,0.987,0.88,0.6411,0.4276,0.2702,0.2642,0.3342,0.4335,0.4542,0.396,0.2525,0.1084,0.0372,0.0286,0.0099,0.0046,0.0094,0.0048,0.0047,0.0016,0.0008,0.0042,0.0024,0.0027,0.0041,Mine
0.0179,0.0136,0.0408,0.0633,0.0596,0.0808,0.209,0.3465,0.5276,0.5965,0.6254,0.4507,0.3693,0.2864,0.1635,0.0422,0.1785,0.4394,0.695,0.8097,0.855,0.8717,0.8601,0.9201,0.8729,0.8084,0.8694,0.8411,0.5793,0.3754,0.3485,0.4639,0.6495,0.6901,0.5666,0.5188,0.506,0.3885,0.3762,0.3738,0.2605,0.1591,0.1875,0.2267,0.1577,0.1211,0.0883,0.085,0.0355,0.0219,0.0086,0.0123,0.006,0.0187,0.0111,0.0126,0.0081,0.0155,0.016,0.0085,Mine
0.018,0.0444,0.0476,0.0698,0.1615,0.0887,0.0596,0.1071,0.3175,0.2918,0.3273,0.3035,0.3033,0.2587,0.1682,0.1308,0.2803,0.4519,0.6641,0.7683,0.696,0.4393,0.2432,0.2886,0.4974,0.8172,1,0.9238,0.8519,0.7722,0.5772,0.519,0.6824,0.622,0.5054,0.3578,0.3809,0.3813,0.3359,0.2771,0.3648,0.3834,0.3453,0.2096,0.1031,0.0798,0.0701,0.0526,0.0241,0.0117,0.0122,0.0122,0.0114,0.0098,0.0027,0.0025,0.0026,0.005,0.0073,0.0022,Mine
0.0329,0.0216,0.0386,0.0627,0.1158,0.1482,0.2054,0.1605,0.2532,0.2672,0.3056,0.3161,0.2314,0.2067,0.1804,0.2808,0.4423,0.5947,0.6601,0.5844,0.4539,0.4789,0.5646,0.5281,0.7115,1,0.9564,0.609,0.5112,0.4,0.0482,0.1852,0.2186,0.1436,0.1757,0.1428,0.1644,0.3089,0.3648,0.4441,0.3859,0.2813,0.1238,0.0953,0.1201,0.0825,0.0618,0.0141,0.0108,0.0124,0.0104,0.0095,0.0151,0.0059,0.0015,0.0053,0.0016,0.0042,0.0053,0.0074,Mine
0.0191,0.0173,0.0291,0.0301,0.0463,0.069,0.0576,0.1103,0.2423,0.3134,0.4786,0.5239,0.4393,0.344,0.2869,0.3889,0.442,0.3892,0.4088,0.5006,0.7271,0.9385,1,0.9831,0.9932,0.9161,0.8237,0.6957,0.4536,0.3281,0.2522,0.3964,0.4154,0.3308,0.1445,0.1923,0.3208,0.3367,0.5683,0.5505,0.3231,0.0448,0.3131,0.3387,0.413,0.3639,0.2069,0.0859,0.06,0.0267,0.0125,0.004,0.0136,0.0137,0.0172,0.0132,0.011,0.0122,0.0114,0.0068,Mine
0.0294,0.0123,0.0117,0.0113,0.0497,0.0998,0.1326,0.1117,0.2984,0.3473,0.4231,0.5044,0.5237,0.4398,0.3236,0.2956,0.3286,0.3231,0.4528,0.6339,0.7044,0.8314,0.8449,0.8512,0.9138,0.9985,1,0.7544,0.4661,0.3924,0.3849,0.4674,0.4245,0.3095,0.0752,0.2885,0.4072,0.317,0.2863,0.2634,0.0541,0.1874,0.3459,0.4646,0.4366,0.2581,0.1319,0.0505,0.0112,0.0059,0.0041,0.0056,0.0104,0.0079,0.0014,0.0054,0.0015,0.0006,0.0081,0.0043,Mine
0.0635,0.0709,0.0453,0.0333,0.0185,0.126,0.1015,0.1918,0.3362,0.39,0.4674,0.5632,0.5506,0.4343,0.3052,0.3492,0.3975,0.3875,0.528,0.7198,0.7702,0.8562,0.8688,0.9236,1,0.9662,0.9822,0.736,0.4158,0.2918,0.328,0.369,0.345,0.2863,0.0864,0.3724,0.4649,0.3488,0.1817,0.1142,0.122,0.2621,0.4461,0.4726,0.3263,0.1423,0.039,0.0406,0.0311,0.0086,0.0154,0.0048,0.0025,0.0087,0.0072,0.0095,0.0086,0.0085,0.004,0.0051,Mine
0.0201,0.0165,0.0344,0.033,0.0397,0.0443,0.0684,0.0903,0.1739,0.2571,0.2931,0.3108,0.3603,0.3002,0.2718,0.2007,0.1801,0.2234,0.3568,0.5492,0.7209,0.8318,0.8864,0.952,0.9637,1,0.9673,0.8664,0.7896,0.6345,0.5351,0.4056,0.2563,0.2894,0.3588,0.4296,0.4773,0.4516,0.3765,0.3051,0.1921,0.1184,0.1984,0.157,0.066,0.1294,0.0797,0.0052,0.0233,0.0152,0.0125,0.0054,0.0057,0.0137,0.0109,0.0035,0.0056,0.0105,0.0082,0.0036,Mine
0.0197,0.0394,0.0384,0.0076,0.0251,0.0629,0.0747,0.0578,0.1357,0.1695,0.1734,0.247,0.3141,0.3297,0.2759,0.2056,0.1162,0.1884,0.339,0.3926,0.4282,0.5418,0.6448,0.7223,0.7853,0.7984,0.8847,0.9582,0.899,0.6831,0.6108,0.548,0.5058,0.4476,0.2401,0.1405,0.1772,0.1742,0.3326,0.4021,0.3009,0.2075,0.1206,0.0255,0.0298,0.0691,0.0781,0.0777,0.0369,0.0057,0.0091,0.0134,0.0097,0.0042,0.0058,0.0072,0.0041,0.0045,0.0047,0.0054,Mine
0.0394,0.042,0.0446,0.0551,0.0597,0.1416,0.0956,0.0802,0.1618,0.2558,0.3078,0.3404,0.34,0.3951,0.3352,0.2252,0.2086,0.2248,0.3382,0.4578,0.6474,0.6708,0.7007,0.7619,0.7745,0.6767,0.7373,0.7834,0.9619,1,0.8086,0.5558,0.5409,0.4988,0.3108,0.2897,0.2244,0.096,0.2287,0.3228,0.3454,0.3882,0.324,0.0926,0.1173,0.0566,0.0766,0.0969,0.0588,0.005,0.0118,0.0146,0.004,0.0114,0.0032,0.0062,0.0101,0.0068,0.0053,0.0087,Mine
0.031,0.0221,0.0433,0.0191,0.0964,0.1827,0.1106,0.1702,0.2804,0.4432,0.5222,0.5611,0.5379,0.4048,0.2245,0.1784,0.2297,0.272,0.5209,0.6898,0.8202,0.878,0.76,0.7616,0.7152,0.7288,0.8686,0.9509,0.8348,0.573,0.4363,0.4289,0.424,0.3156,0.1287,0.1477,0.2062,0.24,0.5173,0.5168,0.1491,0.2407,0.3415,0.4494,0.4624,0.2001,0.0775,0.1232,0.0783,0.0089,0.0249,0.0204,0.0059,0.0053,0.0079,0.0037,0.0015,0.0056,0.0067,0.0054,Mine
0.0423,0.0321,0.0709,0.0108,0.107,0.0973,0.0961,0.1323,0.2462,0.2696,0.3412,0.4292,0.3682,0.394,0.2965,0.3172,0.2825,0.305,0.2408,0.542,0.6802,0.632,0.5824,0.6805,0.5984,0.8412,0.9911,0.9187,0.8005,0.6713,0.5632,0.7332,0.6038,0.2575,0.0349,0.1799,0.3039,0.476,0.5756,0.4254,0.5046,0.7179,0.6163,0.5663,0.5749,0.3593,0.2526,0.2299,0.1271,0.0356,0.0367,0.0176,0.0035,0.0093,0.0121,0.0075,0.0056,0.0021,0.0043,0.0017,Mine
0.0095,0.0308,0.0539,0.0411,0.0613,0.1039,0.1016,0.1394,0.2592,0.3745,0.4229,0.4499,0.5404,0.4303,0.3333,0.3496,0.3426,0.2851,0.4062,0.6833,0.765,0.667,0.5703,0.5995,0.6484,0.8614,0.9819,0.938,0.8435,0.6074,0.5403,0.689,0.5977,0.3244,0.0516,0.3157,0.359,0.3881,0.5716,0.4314,0.3051,0.4393,0.4302,0.4831,0.5084,0.1952,0.1539,0.2037,0.1054,0.0251,0.0357,0.0181,0.0019,0.0102,0.0133,0.004,0.0042,0.003,0.0031,0.0033,Mine
0.0096,0.0404,0.0682,0.0688,0.0887,0.0932,0.0955,0.214,0.2546,0.2952,0.4025,0.5148,0.4901,0.4127,0.3575,0.3447,0.3068,0.2945,0.4351,0.7264,0.8147,0.8103,0.6665,0.6958,0.7748,0.8688,1,0.9941,0.8793,0.6482,0.5876,0.6408,0.4972,0.2755,0.03,0.3356,0.3167,0.4133,0.6281,0.4977,0.2613,0.4697,0.4806,0.4921,0.5294,0.2216,0.1401,0.1888,0.0947,0.0134,0.031,0.0237,0.0078,0.0144,0.017,0.0012,0.0109,0.0036,0.0043,0.0018,Mine
0.0269,0.0383,0.0505,0.0707,0.1313,0.2103,0.2263,0.2524,0.3595,0.5915,0.6675,0.5679,0.5175,0.3334,0.2002,0.2856,0.2937,0.3424,0.5949,0.7526,0.8959,0.8147,0.7109,0.7378,0.7201,0.8254,0.8917,0.982,0.8179,0.4848,0.3203,0.2775,0.2382,0.2911,0.1675,0.3156,0.1869,0.3391,0.5993,0.4124,0.1181,0.3651,0.4655,0.4777,0.3517,0.092,0.1227,0.1785,0.1085,0.03,0.0346,0.0167,0.0199,0.0145,0.0081,0.0045,0.0043,0.0027,0.0055,0.0057,Mine
0.034,0.0625,0.0381,0.0257,0.0441,0.1027,0.1287,0.185,0.2647,0.4117,0.5245,0.5341,0.5554,0.3915,0.295,0.3075,0.3021,0.2719,0.5443,0.7932,0.8751,0.8667,0.7107,0.6911,0.7287,0.8792,1,0.9816,0.8984,0.6048,0.4934,0.5371,0.4586,0.2908,0.0774,0.2249,0.1602,0.3958,0.6117,0.5196,0.2321,0.437,0.3797,0.4322,0.4892,0.1901,0.094,0.1364,0.0906,0.0144,0.0329,0.0141,0.0019,0.0067,0.0099,0.0042,0.0057,0.0051,0.0033,0.0058,Mine
0.0209,0.0191,0.0411,0.0321,0.0698,0.1579,0.1438,0.1402,0.3048,0.3914,0.3504,0.3669,0.3943,0.3311,0.3331,0.3002,0.2324,0.1381,0.345,0.4428,0.489,0.3677,0.4379,0.4864,0.6207,0.7256,0.6624,0.7689,0.7981,0.8577,0.9273,0.7009,0.4851,0.3409,0.1406,0.1147,0.1433,0.182,0.3605,0.5529,0.5988,0.5077,0.5512,0.5027,0.7034,0.5904,0.4069,0.2761,0.1584,0.051,0.0054,0.0078,0.0201,0.0104,0.0039,0.0031,0.0062,0.0087,0.007,0.0042,Mine
0.0368,0.0279,0.0103,0.0566,0.0759,0.0679,0.097,0.1473,0.2164,0.2544,0.2936,0.2935,0.2657,0.3187,0.2794,0.2534,0.198,0.1929,0.2826,0.3245,0.3504,0.3324,0.4217,0.4774,0.4808,0.6325,0.8334,0.9458,1,0.8425,0.5524,0.4795,0.52,0.3968,0.194,0.1519,0.201,0.1736,0.1029,0.2244,0.3717,0.4449,0.3939,0.203,0.201,0.2187,0.184,0.1477,0.0971,0.0224,0.0151,0.0105,0.0024,0.0018,0.0057,0.0092,0.0009,0.0086,0.011,0.0052,Mine
0.0089,0.0274,0.0248,0.0237,0.0224,0.0845,0.1488,0.1224,0.1569,0.2119,0.3003,0.3094,0.2743,0.2547,0.187,0.1452,0.1457,0.2429,0.3259,0.3679,0.3355,0.31,0.3914,0.528,0.6409,0.7707,0.8754,1,0.9806,0.6969,0.4973,0.502,0.5359,0.3842,0.1848,0.1149,0.157,0.1311,0.1583,0.2631,0.3103,0.4512,0.3785,0.1269,0.1459,0.1092,0.1485,0.1385,0.0716,0.0176,0.0199,0.0096,0.0103,0.0093,0.0025,0.0044,0.0021,0.0069,0.006,0.0018,Mine
0.0158,0.0239,0.015,0.0494,0.0988,0.1425,0.1463,0.1219,0.1697,0.1923,0.2361,0.2719,0.3049,0.2986,0.2226,0.1745,0.2459,0.31,0.3572,0.4283,0.4268,0.3735,0.4585,0.6094,0.7221,0.7595,0.8706,1,0.9815,0.7187,0.5848,0.4192,0.3756,0.3263,0.1944,0.1394,0.167,0.1275,0.1666,0.2574,0.2258,0.2777,0.1613,0.1335,0.1976,0.1234,0.1554,0.1057,0.049,0.0097,0.0223,0.0121,0.0108,0.0057,0.0028,0.0079,0.0034,0.0046,0.0022,0.0021,Mine
0.0156,0.021,0.0282,0.0596,0.0462,0.0779,0.1365,0.078,0.1038,0.1567,0.2476,0.2783,0.2896,0.2956,0.3189,0.1892,0.173,0.2226,0.2427,0.3149,0.4102,0.3808,0.4896,0.6292,0.7519,0.7985,0.883,0.9915,0.9223,0.6981,0.6167,0.5069,0.3921,0.3524,0.2183,0.1245,0.1592,0.1626,0.2356,0.2483,0.2437,0.2715,0.1184,0.1157,0.1449,0.1883,0.1954,0.1492,0.0511,0.0155,0.0189,0.015,0.006,0.0082,0.0091,0.0038,0.0056,0.0056,0.0048,0.0024,Mine
0.0315,0.0252,0.0167,0.0479,0.0902,0.1057,0.1024,0.1209,0.1241,0.1533,0.2128,0.2536,0.2686,0.2803,0.1886,0.1485,0.216,0.2417,0.2989,0.3341,0.3786,0.3956,0.5232,0.6913,0.7868,0.8337,0.9199,1,0.899,0.6456,0.5967,0.4355,0.2997,0.2294,0.1866,0.0922,0.1829,0.1743,0.2452,0.2407,0.2518,0.3184,0.1685,0.0675,0.1186,0.1833,0.1878,0.1114,0.031,0.0143,0.0138,0.0108,0.0062,0.0044,0.0072,0.0007,0.0054,0.0035,0.0001,0.0055,Mine
0.0056,0.0267,0.0221,0.0561,0.0936,0.1146,0.0706,0.0996,0.1673,0.1859,0.2481,0.2712,0.2934,0.2637,0.188,0.1405,0.2028,0.2613,0.2778,0.3346,0.383,0.4003,0.5114,0.686,0.749,0.7843,0.9021,1,0.8888,0.6511,0.6083,0.4463,0.2948,0.1729,0.1488,0.0801,0.177,0.1382,0.2404,0.2046,0.197,0.2778,0.1377,0.0685,0.0664,0.1665,0.1807,0.1245,0.0516,0.0044,0.0185,0.0072,0.0055,0.0074,0.0068,0.0084,0.0037,0.0024,0.0034,0.0007,Mine
0.0203,0.0121,0.038,0.0128,0.0537,0.0874,0.1021,0.0852,0.1136,0.1747,0.2198,0.2721,0.2105,0.1727,0.204,0.1786,0.1318,0.226,0.2358,0.3107,0.3906,0.3631,0.4809,0.6531,0.7812,0.8395,0.918,0.9769,0.8937,0.7022,0.65,0.5069,0.3903,0.3009,0.1565,0.0985,0.22,0.2243,0.2736,0.2152,0.2438,0.3154,0.2112,0.0991,0.0594,0.194,0.1937,0.1082,0.0336,0.0177,0.0209,0.0134,0.0094,0.0047,0.0045,0.0042,0.0028,0.0036,0.0013,0.0016,Mine
0.0392,0.0108,0.0267,0.0257,0.041,0.0491,0.1053,0.169,0.2105,0.2471,0.268,0.3049,0.2863,0.2294,0.1165,0.2127,0.2062,0.2222,0.3241,0.433,0.5071,0.5944,0.7078,0.7641,0.8878,0.9711,0.988,0.9812,0.9464,0.8542,0.6457,0.3397,0.3828,0.3204,0.1331,0.044,0.1234,0.203,0.1652,0.1043,0.1066,0.211,0.2417,0.1631,0.0769,0.0723,0.0912,0.0812,0.0496,0.0101,0.0089,0.0083,0.008,0.0026,0.0079,0.0042,0.0071,0.0044,0.0022,0.0014,Mine
0.0129,0.0141,0.0309,0.0375,0.0767,0.0787,0.0662,0.1108,0.1777,0.2245,0.2431,0.3134,0.3206,0.2917,0.2249,0.2347,0.2143,0.2939,0.4898,0.6127,0.7531,0.7718,0.7432,0.8673,0.9308,0.9836,1,0.9595,0.8722,0.6862,0.4901,0.328,0.3115,0.1969,0.1019,0.0317,0.0756,0.0907,0.1066,0.138,0.0665,0.1475,0.247,0.2788,0.2709,0.2283,0.1818,0.1185,0.0546,0.0219,0.0204,0.0124,0.0093,0.0072,0.0019,0.0027,0.0054,0.0017,0.0024,0.0029,Mine
0.005,0.0017,0.027,0.045,0.0958,0.083,0.0879,0.122,0.1977,0.2282,0.2521,0.3484,0.3309,0.2614,0.1782,0.2055,0.2298,0.3545,0.6218,0.7265,0.8346,0.8268,0.8366,0.9408,0.951,0.9801,0.9974,1,0.9036,0.6409,0.3857,0.2908,0.204,0.1653,0.1769,0.114,0.074,0.0941,0.0621,0.0426,0.0572,0.1068,0.1909,0.2229,0.2203,0.2265,0.1766,0.1097,0.0558,0.0142,0.0281,0.0165,0.0056,0.001,0.0027,0.0062,0.0024,0.0063,0.0017,0.0028,Mine
0.0366,0.0421,0.0504,0.025,0.0596,0.0252,0.0958,0.0991,0.1419,0.1847,0.2222,0.2648,0.2508,0.2291,0.1555,0.1863,0.2387,0.3345,0.5233,0.6684,0.7766,0.7928,0.794,0.9129,0.9498,0.9835,1,0.9471,0.8237,0.6252,0.4181,0.3209,0.2658,0.2196,0.1588,0.0561,0.0948,0.17,0.1215,0.1282,0.0386,0.1329,0.2331,0.2468,0.196,0.1985,0.157,0.0921,0.0549,0.0194,0.0166,0.0132,0.0027,0.0022,0.0059,0.0016,0.0025,0.0017,0.0027,0.0027,Mine
0.0238,0.0318,0.0422,0.0399,0.0788,0.0766,0.0881,0.1143,0.1594,0.2048,0.2652,0.31,0.2381,0.1918,0.143,0.1735,0.1781,0.2852,0.5036,0.6166,0.7616,0.8125,0.7793,0.8788,0.8813,0.947,1,0.9739,0.8446,0.6151,0.4302,0.3165,0.2869,0.2017,0.1206,0.0271,0.058,0.1262,0.1072,0.1082,0.036,0.1197,0.2061,0.2054,0.1878,0.2047,0.1716,0.1069,0.0477,0.017,0.0186,0.0096,0.0071,0.0084,0.0038,0.0026,0.0028,0.0013,0.0035,0.006,Mine
0.0116,0.0744,0.0367,0.0225,0.0076,0.0545,0.111,0.1069,0.1708,0.2271,0.3171,0.2882,0.2657,0.2307,0.1889,0.1791,0.2298,0.3715,0.6223,0.726,0.7934,0.8045,0.8067,0.9173,0.9327,0.9562,1,0.9818,0.8684,0.6381,0.3997,0.3242,0.2835,0.2413,0.2321,0.126,0.0693,0.0701,0.1439,0.1475,0.0438,0.0469,0.1476,0.1742,0.1555,0.1651,0.1181,0.072,0.0321,0.0056,0.0202,0.0141,0.0103,0.01,0.0034,0.0026,0.0037,0.0044,0.0057,0.0035,Mine
0.0131,0.0387,0.0329,0.0078,0.0721,0.1341,0.1626,0.1902,0.261,0.3193,0.3468,0.3738,0.3055,0.1926,0.1385,0.2122,0.2758,0.4576,0.6487,0.7154,0.801,0.7924,0.8793,1,0.9865,0.9474,0.9474,0.9315,0.8326,0.6213,0.3772,0.2822,0.2042,0.219,0.2223,0.1327,0.0521,0.0618,0.1416,0.146,0.0846,0.1055,0.1639,0.1916,0.2085,0.2335,0.1964,0.13,0.0633,0.0183,0.0137,0.015,0.0076,0.0032,0.0037,0.0071,0.004,0.0009,0.0015,0.0085,Mine
0.0335,0.0258,0.0398,0.057,0.0529,0.1091,0.1709,0.1684,0.1865,0.266,0.3188,0.3553,0.3116,0.1965,0.178,0.2794,0.287,0.3969,0.5599,0.6936,0.7969,0.7452,0.8203,0.9261,0.881,0.8814,0.9301,0.9955,0.8576,0.6069,0.3934,0.2464,0.1645,0.114,0.0956,0.008,0.0702,0.0936,0.0894,0.1127,0.0873,0.102,0.1964,0.2256,0.1814,0.2012,0.1688,0.1037,0.0501,0.0136,0.013,0.012,0.0039,0.0053,0.0062,0.0046,0.0045,0.0022,0.0005,0.0031,Mine
0.0272,0.0378,0.0488,0.0848,0.1127,0.1103,0.1349,0.2337,0.3113,0.3997,0.3941,0.3309,0.2926,0.176,0.1739,0.2043,0.2088,0.2678,0.2434,0.1839,0.2802,0.6172,0.8015,0.8313,0.844,0.8494,0.9168,1,0.7896,0.5371,0.6472,0.6505,0.4959,0.2175,0.099,0.0434,0.1708,0.1979,0.188,0.1108,0.1702,0.0585,0.0638,0.1391,0.0638,0.0581,0.0641,0.1044,0.0732,0.0275,0.0146,0.0091,0.0045,0.0043,0.0043,0.0098,0.0054,0.0051,0.0065,0.0103,Mine
0.0187,0.0346,0.0168,0.0177,0.0393,0.163,0.2028,0.1694,0.2328,0.2684,0.3108,0.2933,0.2275,0.0994,0.1801,0.22,0.2732,0.2862,0.2034,0.174,0.413,0.6879,0.812,0.8453,0.8919,0.93,0.9987,1,0.8104,0.6199,0.6041,0.5547,0.416,0.1472,0.0849,0.0608,0.0969,0.1411,0.1676,0.12,0.1201,0.1036,0.1977,0.1339,0.0902,0.1085,0.1521,0.1363,0.0858,0.029,0.0203,0.0116,0.0098,0.0199,0.0033,0.0101,0.0065,0.0115,0.0193,0.0157,Mine
0.0323,0.0101,0.0298,0.0564,0.076,0.0958,0.099,0.1018,0.103,0.2154,0.3085,0.3425,0.299,0.1402,0.1235,0.1534,0.1901,0.2429,0.212,0.2395,0.3272,0.5949,0.8302,0.9045,0.9888,0.9912,0.9448,1,0.9092,0.7412,0.7691,0.7117,0.5304,0.2131,0.0928,0.1297,0.1159,0.1226,0.1768,0.0345,0.1562,0.0824,0.1149,0.1694,0.0954,0.008,0.079,0.1255,0.0647,0.0179,0.0051,0.0061,0.0093,0.0135,0.0063,0.0063,0.0034,0.0032,0.0062,0.0067,Mine
0.0522,0.0437,0.018,0.0292,0.0351,0.1171,0.1257,0.1178,0.1258,0.2529,0.2716,0.2374,0.1878,0.0983,0.0683,0.1503,0.1723,0.2339,0.1962,0.1395,0.3164,0.5888,0.7631,0.8473,0.9424,0.9986,0.9699,1,0.863,0.6979,0.7717,0.7305,0.5197,0.1786,0.1098,0.1446,0.1066,0.144,0.1929,0.0325,0.149,0.0328,0.0537,0.1309,0.091,0.0757,0.1059,0.1005,0.0535,0.0235,0.0155,0.016,0.0029,0.0051,0.0062,0.0089,0.014,0.0138,0.0077,0.0031,Mine
0.0303,0.0353,0.049,0.0608,0.0167,0.1354,0.1465,0.1123,0.1945,0.2354,0.2898,0.2812,0.1578,0.0273,0.0673,0.1444,0.207,0.2645,0.2828,0.4293,0.5685,0.699,0.7246,0.7622,0.9242,1,0.9979,0.8297,0.7032,0.7141,0.6893,0.4961,0.2584,0.0969,0.0776,0.0364,0.1572,0.1823,0.1349,0.0849,0.0492,0.1367,0.1552,0.1548,0.1319,0.0985,0.1258,0.0954,0.0489,0.0241,0.0042,0.0086,0.0046,0.0126,0.0036,0.0035,0.0034,0.0079,0.0036,0.0048,Mine
0.026,0.0363,0.0136,0.0272,0.0214,0.0338,0.0655,0.14,0.1843,0.2354,0.272,0.2442,0.1665,0.0336,0.1302,0.1708,0.2177,0.3175,0.3714,0.4552,0.57,0.7397,0.8062,0.8837,0.9432,1,0.9375,0.7603,0.7123,0.8358,0.7622,0.4567,0.1715,0.1549,0.1641,0.1869,0.2655,0.1713,0.0959,0.0768,0.0847,0.2076,0.2505,0.1862,0.1439,0.147,0.0991,0.0041,0.0154,0.0116,0.0181,0.0146,0.0129,0.0047,0.0039,0.0061,0.004,0.0036,0.0061,0.0115,Mine
1 0.02 0.0371 0.0428 0.0207 0.0954 0.0986 0.1539 0.1601 0.3109 0.2111 0.1609 0.1582 0.2238 0.0645 0.066 0.2273 0.31 0.2999 0.5078 0.4797 0.5783 0.5071 0.4328 0.555 0.6711 0.6415 0.7104 0.808 0.6791 0.3857 0.1307 0.2604 0.5121 0.7547 0.8537 0.8507 0.6692 0.6097 0.4943 0.2744 0.051 0.2834 0.2825 0.4256 0.2641 0.1386 0.1051 0.1343 0.0383 0.0324 0.0232 0.0027 0.0065 0.0159 0.0072 0.0167 0.018 0.0084 0.009 0.0032 Rock
2 0.0453 0.0523 0.0843 0.0689 0.1183 0.2583 0.2156 0.3481 0.3337 0.2872 0.4918 0.6552 0.6919 0.7797 0.7464 0.9444 1 0.8874 0.8024 0.7818 0.5212 0.4052 0.3957 0.3914 0.325 0.32 0.3271 0.2767 0.4423 0.2028 0.3788 0.2947 0.1984 0.2341 0.1306 0.4182 0.3835 0.1057 0.184 0.197 0.1674 0.0583 0.1401 0.1628 0.0621 0.0203 0.053 0.0742 0.0409 0.0061 0.0125 0.0084 0.0089 0.0048 0.0094 0.0191 0.014 0.0049 0.0052 0.0044 Rock
3 0.0262 0.0582 0.1099 0.1083 0.0974 0.228 0.2431 0.3771 0.5598 0.6194 0.6333 0.706 0.5544 0.532 0.6479 0.6931 0.6759 0.7551 0.8929 0.8619 0.7974 0.6737 0.4293 0.3648 0.5331 0.2413 0.507 0.8533 0.6036 0.8514 0.8512 0.5045 0.1862 0.2709 0.4232 0.3043 0.6116 0.6756 0.5375 0.4719 0.4647 0.2587 0.2129 0.2222 0.2111 0.0176 0.1348 0.0744 0.013 0.0106 0.0033 0.0232 0.0166 0.0095 0.018 0.0244 0.0316 0.0164 0.0095 0.0078 Rock
4 0.01 0.0171 0.0623 0.0205 0.0205 0.0368 0.1098 0.1276 0.0598 0.1264 0.0881 0.1992 0.0184 0.2261 0.1729 0.2131 0.0693 0.2281 0.406 0.3973 0.2741 0.369 0.5556 0.4846 0.314 0.5334 0.5256 0.252 0.209 0.3559 0.626 0.734 0.612 0.3497 0.3953 0.3012 0.5408 0.8814 0.9857 0.9167 0.6121 0.5006 0.321 0.3202 0.4295 0.3654 0.2655 0.1576 0.0681 0.0294 0.0241 0.0121 0.0036 0.015 0.0085 0.0073 0.005 0.0044 0.004 0.0117 Rock
5 0.0762 0.0666 0.0481 0.0394 0.059 0.0649 0.1209 0.2467 0.3564 0.4459 0.4152 0.3952 0.4256 0.4135 0.4528 0.5326 0.7306 0.6193 0.2032 0.4636 0.4148 0.4292 0.573 0.5399 0.3161 0.2285 0.6995 1 0.7262 0.4724 0.5103 0.5459 0.2881 0.0981 0.1951 0.4181 0.4604 0.3217 0.2828 0.243 0.1979 0.2444 0.1847 0.0841 0.0692 0.0528 0.0357 0.0085 0.023 0.0046 0.0156 0.0031 0.0054 0.0105 0.011 0.0015 0.0072 0.0048 0.0107 0.0094 Rock
6 0.0286 0.0453 0.0277 0.0174 0.0384 0.099 0.1201 0.1833 0.2105 0.3039 0.2988 0.425 0.6343 0.8198 1 0.9988 0.9508 0.9025 0.7234 0.5122 0.2074 0.3985 0.589 0.2872 0.2043 0.5782 0.5389 0.375 0.3411 0.5067 0.558 0.4778 0.3299 0.2198 0.1407 0.2856 0.3807 0.4158 0.4054 0.3296 0.2707 0.265 0.0723 0.1238 0.1192 0.1089 0.0623 0.0494 0.0264 0.0081 0.0104 0.0045 0.0014 0.0038 0.0013 0.0089 0.0057 0.0027 0.0051 0.0062 Rock
7 0.0317 0.0956 0.1321 0.1408 0.1674 0.171 0.0731 0.1401 0.2083 0.3513 0.1786 0.0658 0.0513 0.3752 0.5419 0.544 0.515 0.4262 0.2024 0.4233 0.7723 0.9735 0.939 0.5559 0.5268 0.6826 0.5713 0.5429 0.2177 0.2149 0.5811 0.6323 0.2965 0.1873 0.2969 0.5163 0.6153 0.4283 0.5479 0.6133 0.5017 0.2377 0.1957 0.1749 0.1304 0.0597 0.1124 0.1047 0.0507 0.0159 0.0195 0.0201 0.0248 0.0131 0.007 0.0138 0.0092 0.0143 0.0036 0.0103 Rock
8 0.0519 0.0548 0.0842 0.0319 0.1158 0.0922 0.1027 0.0613 0.1465 0.2838 0.2802 0.3086 0.2657 0.3801 0.5626 0.4376 0.2617 0.1199 0.6676 0.9402 0.7832 0.5352 0.6809 0.9174 0.7613 0.822 0.8872 0.6091 0.2967 0.1103 0.1318 0.0624 0.099 0.4006 0.3666 0.105 0.1915 0.393 0.4288 0.2546 0.1151 0.2196 0.1879 0.1437 0.2146 0.236 0.1125 0.0254 0.0285 0.0178 0.0052 0.0081 0.012 0.0045 0.0121 0.0097 0.0085 0.0047 0.0048 0.0053 Rock
9 0.0223 0.0375 0.0484 0.0475 0.0647 0.0591 0.0753 0.0098 0.0684 0.1487 0.1156 0.1654 0.3833 0.3598 0.1713 0.1136 0.0349 0.3796 0.7401 0.9925 0.9802 0.889 0.6712 0.4286 0.3374 0.7366 0.9611 0.7353 0.4856 0.1594 0.3007 0.4096 0.317 0.3305 0.3408 0.2186 0.2463 0.2726 0.168 0.2792 0.2558 0.174 0.2121 0.1099 0.0985 0.1271 0.1459 0.1164 0.0777 0.0439 0.0061 0.0145 0.0128 0.0145 0.0058 0.0049 0.0065 0.0093 0.0059 0.0022 Rock
10 0.0164 0.0173 0.0347 0.007 0.0187 0.0671 0.1056 0.0697 0.0962 0.0251 0.0801 0.1056 0.1266 0.089 0.0198 0.1133 0.2826 0.3234 0.3238 0.4333 0.6068 0.7652 0.9203 0.9719 0.9207 0.7545 0.8289 0.8907 0.7309 0.6896 0.5829 0.4935 0.3101 0.0306 0.0244 0.1108 0.1594 0.1371 0.0696 0.0452 0.062 0.1421 0.1597 0.1384 0.0372 0.0688 0.0867 0.0513 0.0092 0.0198 0.0118 0.009 0.0223 0.0179 0.0084 0.0068 0.0032 0.0035 0.0056 0.004 Rock
11 0.0039 0.0063 0.0152 0.0336 0.031 0.0284 0.0396 0.0272 0.0323 0.0452 0.0492 0.0996 0.1424 0.1194 0.0628 0.0907 0.1177 0.1429 0.1223 0.1104 0.1847 0.3715 0.4382 0.5707 0.6654 0.7476 0.7654 0.8555 0.972 0.9221 0.7502 0.7209 0.7757 0.6055 0.5021 0.4499 0.3947 0.4281 0.4427 0.3749 0.1972 0.0511 0.0793 0.1269 0.1533 0.069 0.0402 0.0534 0.0228 0.0073 0.0062 0.0062 0.012 0.0052 0.0056 0.0093 0.0042 0.0003 0.0053 0.0036 Rock
12 0.0123 0.0309 0.0169 0.0313 0.0358 0.0102 0.0182 0.0579 0.1122 0.0835 0.0548 0.0847 0.2026 0.2557 0.187 0.2032 0.1463 0.2849 0.5824 0.7728 0.7852 0.8515 0.5312 0.3653 0.5973 0.8275 1 0.8673 0.6301 0.4591 0.394 0.2576 0.2817 0.2641 0.2757 0.2698 0.3994 0.4576 0.394 0.2522 0.1782 0.1354 0.0516 0.0337 0.0894 0.0861 0.0872 0.0445 0.0134 0.0217 0.0188 0.0133 0.0265 0.0224 0.0074 0.0118 0.0026 0.0092 0.0009 0.0044 Rock
13 0.0079 0.0086 0.0055 0.025 0.0344 0.0546 0.0528 0.0958 0.1009 0.124 0.1097 0.1215 0.1874 0.3383 0.3227 0.2723 0.3943 0.6432 0.7271 0.8673 0.9674 0.9847 0.948 0.8036 0.6833 0.5136 0.309 0.0832 0.4019 0.2344 0.1905 0.1235 0.1717 0.2351 0.2489 0.3649 0.3382 0.1589 0.0989 0.1089 0.1043 0.0839 0.1391 0.0819 0.0678 0.0663 0.1202 0.0692 0.0152 0.0266 0.0174 0.0176 0.0127 0.0088 0.0098 0.0019 0.0059 0.0058 0.0059 0.0032 Rock
14 0.009 0.0062 0.0253 0.0489 0.1197 0.1589 0.1392 0.0987 0.0955 0.1895 0.1896 0.2547 0.4073 0.2988 0.2901 0.5326 0.4022 0.1571 0.3024 0.3907 0.3542 0.4438 0.6414 0.4601 0.6009 0.869 0.8345 0.7669 0.5081 0.462 0.538 0.5375 0.3844 0.3601 0.7402 0.7761 0.3858 0.0667 0.3684 0.6114 0.351 0.2312 0.2195 0.3051 0.1937 0.157 0.0479 0.0538 0.0146 0.0068 0.0187 0.0059 0.0095 0.0194 0.008 0.0152 0.0158 0.0053 0.0189 0.0102 Rock
15 0.0124 0.0433 0.0604 0.0449 0.0597 0.0355 0.0531 0.0343 0.1052 0.212 0.164 0.1901 0.3026 0.2019 0.0592 0.239 0.3657 0.3809 0.5929 0.6299 0.5801 0.4574 0.4449 0.3691 0.6446 0.894 0.8978 0.498 0.3333 0.235 0.1553 0.3666 0.434 0.3082 0.3024 0.4109 0.5501 0.4129 0.5499 0.5018 0.3132 0.2802 0.2351 0.2298 0.1155 0.0724 0.0621 0.0318 0.045 0.0167 0.0078 0.0083 0.0057 0.0174 0.0188 0.0054 0.0114 0.0196 0.0147 0.0062 Rock
16 0.0298 0.0615 0.065 0.0921 0.1615 0.2294 0.2176 0.2033 0.1459 0.0852 0.2476 0.3645 0.2777 0.2826 0.3237 0.4335 0.5638 0.4555 0.4348 0.6433 0.3932 0.1989 0.354 0.9165 0.9371 0.462 0.2771 0.6613 0.8028 0.42 0.5192 0.6962 0.5792 0.8889 0.7863 0.7133 0.7615 0.4401 0.3009 0.3163 0.2809 0.2898 0.0526 0.1867 0.1553 0.1633 0.1252 0.0748 0.0452 0.0064 0.0154 0.0031 0.0153 0.0071 0.0212 0.0076 0.0152 0.0049 0.02 0.0073 Rock
17 0.0352 0.0116 0.0191 0.0469 0.0737 0.1185 0.1683 0.1541 0.1466 0.2912 0.2328 0.2237 0.247 0.156 0.3491 0.3308 0.2299 0.2203 0.2493 0.4128 0.3158 0.6191 0.5854 0.3395 0.2561 0.5599 0.8145 0.6941 0.6985 0.866 0.593 0.3664 0.675 0.8697 0.7837 0.7552 0.5789 0.4713 0.1252 0.6087 0.7322 0.5977 0.3431 0.1803 0.2378 0.3424 0.2303 0.0689 0.0216 0.0469 0.0426 0.0346 0.0158 0.0154 0.0109 0.0048 0.0095 0.0015 0.0073 0.0067 Rock
18 0.0192 0.0607 0.0378 0.0774 0.1388 0.0809 0.0568 0.0219 0.1037 0.1186 0.1237 0.1601 0.352 0.4479 0.3769 0.5761 0.6426 0.679 0.7157 0.5466 0.5399 0.6362 0.7849 0.7756 0.578 0.4862 0.4181 0.2457 0.0716 0.0613 0.1816 0.4493 0.5976 0.3785 0.2495 0.5771 0.8852 0.8409 0.357 0.3133 0.6096 0.6378 0.2709 0.1419 0.126 0.1288 0.079 0.0829 0.052 0.0216 0.036 0.0331 0.0131 0.012 0.0108 0.0024 0.0045 0.0037 0.0112 0.0075 Rock
19 0.027 0.0092 0.0145 0.0278 0.0412 0.0757 0.1026 0.1138 0.0794 0.152 0.1675 0.137 0.1361 0.1345 0.2144 0.5354 0.683 0.56 0.3093 0.3226 0.443 0.5573 0.5782 0.6173 0.8132 0.9819 0.9823 0.9166 0.7423 0.7736 0.8473 0.7352 0.6671 0.6083 0.6239 0.5972 0.5715 0.5242 0.2924 0.1536 0.2003 0.2031 0.2207 0.1778 0.1353 0.1373 0.0749 0.0472 0.0325 0.0179 0.0045 0.0084 0.001 0.0018 0.0068 0.0039 0.012 0.0132 0.007 0.0088 Rock
20 0.0126 0.0149 0.0641 0.1732 0.2565 0.2559 0.2947 0.411 0.4983 0.592 0.5832 0.5419 0.5472 0.5314 0.4981 0.6985 0.8292 0.7839 0.8215 0.9363 1 0.9224 0.7839 0.547 0.4562 0.5922 0.5448 0.3971 0.0882 0.2385 0.2005 0.0587 0.2544 0.2009 0.0329 0.1547 0.1212 0.2446 0.3171 0.3195 0.3051 0.0836 0.1266 0.1381 0.1136 0.0516 0.0073 0.0278 0.0372 0.0121 0.0153 0.0092 0.0035 0.0098 0.0121 0.0006 0.0181 0.0094 0.0116 0.0063 Rock
21 0.0473 0.0509 0.0819 0.1252 0.1783 0.307 0.3008 0.2362 0.383 0.3759 0.3021 0.2909 0.2301 0.1411 0.1582 0.243 0.4474 0.5964 0.6744 0.7969 0.8319 0.7813 0.8626 0.7369 0.4122 0.2596 0.3392 0.3788 0.4488 0.6281 0.7449 0.7328 0.7704 0.787 0.6048 0.586 0.6385 0.7279 0.6286 0.5316 0.4069 0.1791 0.1625 0.2527 0.1903 0.1643 0.0604 0.0209 0.0436 0.0175 0.0107 0.0193 0.0118 0.0064 0.0042 0.0054 0.0049 0.0082 0.0028 0.0027 Rock
22 0.0664 0.0575 0.0842 0.0372 0.0458 0.0771 0.0771 0.113 0.2353 0.1838 0.2869 0.4129 0.3647 0.1984 0.284 0.4039 0.5837 0.6792 0.6086 0.4858 0.3246 0.2013 0.2082 0.1686 0.2484 0.2736 0.2984 0.4655 0.699 0.7474 0.7956 0.7981 0.6715 0.6942 0.744 0.8169 0.8912 1 0.8753 0.7061 0.6803 0.5898 0.4618 0.3639 0.1492 0.1216 0.1306 0.1198 0.0578 0.0235 0.0135 0.0141 0.019 0.0043 0.0036 0.0026 0.0024 0.0162 0.0109 0.0079 Rock
23 0.0099 0.0484 0.0299 0.0297 0.0652 0.1077 0.2363 0.2385 0.0075 0.1882 0.1456 0.1892 0.3176 0.134 0.2169 0.2458 0.2589 0.2786 0.2298 0.0656 0.1441 0.1179 0.1668 0.1783 0.2476 0.257 0.1036 0.5356 0.7124 0.6291 0.4756 0.6015 0.7208 0.6234 0.5725 0.7523 0.8712 0.9252 0.9709 0.9297 0.8995 0.7911 0.56 0.2838 0.4407 0.5507 0.4331 0.2905 0.1981 0.0779 0.0396 0.0173 0.0149 0.0115 0.0202 0.0139 0.0029 0.016 0.0106 0.0134 Rock
24 0.0115 0.015 0.0136 0.0076 0.0211 0.1058 0.1023 0.044 0.0931 0.0734 0.074 0.0622 0.1055 0.1183 0.1721 0.2584 0.3232 0.3817 0.4243 0.4217 0.4449 0.4075 0.3306 0.4012 0.4466 0.5218 0.7552 0.9503 1 0.9084 0.8283 0.7571 0.7262 0.6152 0.568 0.5757 0.5324 0.3672 0.1669 0.0866 0.0646 0.1891 0.2683 0.2887 0.2341 0.1668 0.1015 0.1195 0.0704 0.0167 0.0107 0.0091 0.0016 0.0084 0.0064 0.0026 0.0029 0.0037 0.007 0.0041 Rock
25 0.0293 0.0644 0.039 0.0173 0.0476 0.0816 0.0993 0.0315 0.0736 0.086 0.0414 0.0472 0.0835 0.0938 0.1466 0.0809 0.1179 0.2179 0.3326 0.3258 0.2111 0.2302 0.3361 0.4259 0.4609 0.2606 0.0874 0.2862 0.5606 0.8344 0.8096 0.725 0.8048 0.9435 1 0.896 0.5516 0.3037 0.2338 0.2382 0.3318 0.3821 0.1575 0.2228 0.1582 0.1433 0.1634 0.1133 0.0567 0.0133 0.017 0.0035 0.0052 0.0083 0.0078 0.0075 0.0105 0.016 0.0095 0.0011 Rock
26 0.0201 0.0026 0.0138 0.0062 0.0133 0.0151 0.0541 0.021 0.0505 0.1097 0.0841 0.0942 0.1204 0.042 0.0031 0.0162 0.0624 0.2127 0.3436 0.3813 0.3825 0.4764 0.6313 0.7523 0.8675 0.8788 0.7901 0.8357 0.9631 0.9619 0.9236 0.8903 0.9708 0.9647 0.7892 0.5307 0.2718 0.1953 0.1374 0.3105 0.379 0.4105 0.3355 0.2998 0.2748 0.2024 0.1043 0.0453 0.0337 0.0122 0.0072 0.0108 0.007 0.0063 0.003 0.0011 0.0007 0.0024 0.0057 0.0044 Rock
27 0.0151 0.032 0.0599 0.105 0.1163 0.1734 0.1679 0.1119 0.0889 0.1205 0.0847 0.1518 0.2305 0.2793 0.3404 0.4527 0.695 0.8807 0.9154 0.7542 0.6736 0.7146 0.8335 0.7701 0.6993 0.6543 0.504 0.4926 0.4992 0.4161 0.1631 0.0404 0.0637 0.2962 0.3609 0.1866 0.0476 0.1497 0.2405 0.198 0.3175 0.2379 0.1716 0.1559 0.1556 0.0422 0.0493 0.0476 0.0219 0.0059 0.0086 0.0061 0.0015 0.0084 0.0128 0.0054 0.0011 0.0019 0.0023 0.0062 Rock
28 0.0177 0.03 0.0288 0.0394 0.063 0.0526 0.0688 0.0633 0.0624 0.0613 0.168 0.3476 0.4561 0.5188 0.6308 0.7201 0.5153 0.3818 0.2644 0.3345 0.4865 0.6628 0.7389 0.9213 1 0.775 0.5593 0.6172 0.8635 0.6592 0.477 0.4983 0.333 0.3076 0.2876 0.2226 0.0794 0.0603 0.1049 0.0606 0.153 0.0983 0.1643 0.1901 0.1107 0.1917 0.1467 0.0392 0.0356 0.027 0.0168 0.0102 0.0122 0.0044 0.0075 0.0124 0.0099 0.0057 0.0032 0.0019 Rock
29 0.01 0.0275 0.019 0.0371 0.0416 0.0201 0.0314 0.0651 0.1896 0.2668 0.3376 0.3282 0.2432 0.1268 0.1278 0.4441 0.6795 0.7051 0.7966 0.9401 0.9857 0.8193 0.5789 0.6394 0.7043 0.6875 0.4081 0.1811 0.2064 0.3917 0.3791 0.2042 0.2227 0.3341 0.3984 0.5077 0.5534 0.3352 0.2723 0.2278 0.2044 0.1986 0.0835 0.0908 0.138 0.1948 0.1211 0.0843 0.0589 0.0247 0.0118 0.0088 0.0104 0.0036 0.0088 0.0047 0.0117 0.002 0.0091 0.0058 Rock
30 0.0189 0.0308 0.0197 0.0622 0.008 0.0789 0.144 0.1451 0.1789 0.2522 0.2607 0.371 0.3906 0.2672 0.2716 0.4183 0.6988 0.5733 0.2226 0.2631 0.7473 0.7263 0.3393 0.2824 0.6053 0.5897 0.4967 0.8616 0.8339 0.4084 0.2268 0.1745 0.0507 0.1588 0.304 0.1369 0.1605 0.2061 0.0734 0.0202 0.1638 0.1583 0.183 0.1886 0.1008 0.0663 0.0183 0.0404 0.0108 0.0143 0.0091 0.0038 0.0096 0.0142 0.019 0.014 0.0099 0.0092 0.0052 0.0075 Rock
31 0.024 0.0218 0.0324 0.0569 0.033 0.0513 0.0897 0.0713 0.0569 0.0389 0.1934 0.2434 0.2906 0.2606 0.3811 0.4997 0.3015 0.3655 0.6791 0.7307 0.5053 0.4441 0.6987 0.8133 0.7781 0.8943 0.8929 0.8913 0.861 0.8063 0.554 0.2446 0.3459 0.1615 0.2467 0.5564 0.4681 0.0979 0.1582 0.0751 0.3321 0.3745 0.2666 0.1078 0.1418 0.1687 0.0738 0.0634 0.0144 0.0226 0.0061 0.0162 0.0146 0.0093 0.0112 0.0094 0.0054 0.0019 0.0066 0.0023 Rock
32 0.0084 0.0153 0.0291 0.0432 0.0951 0.0752 0.0414 0.0259 0.0692 0.1753 0.197 0.1167 0.1683 0.0814 0.2179 0.5121 0.7231 0.7776 0.6222 0.3501 0.3733 0.2622 0.3776 0.7361 0.8673 0.8223 0.7772 0.7862 0.5652 0.3635 0.3534 0.3865 0.337 0.1693 0.2627 0.3195 0.1388 0.1048 0.1681 0.191 0.1174 0.0933 0.0856 0.0951 0.0986 0.0956 0.0426 0.0407 0.0106 0.0179 0.0056 0.0236 0.0114 0.0136 0.0117 0.006 0.0058 0.0031 0.0072 0.0045 Rock
33 0.0195 0.0213 0.0058 0.019 0.0319 0.0571 0.1004 0.0668 0.0691 0.0242 0.0728 0.0639 0.3002 0.3854 0.4767 0.4602 0.3175 0.416 0.6428 1 0.8631 0.5212 0.3156 0.5952 0.7732 0.6042 0.4375 0.5487 0.472 0.6235 0.3851 0.159 0.3891 0.5294 0.3504 0.448 0.4041 0.5031 0.6475 0.5493 0.3548 0.2028 0.1882 0.0845 0.1315 0.159 0.0562 0.0617 0.0343 0.037 0.0261 0.0157 0.0074 0.0271 0.0203 0.0089 0.0095 0.0095 0.0021 0.0053 Rock
34 0.0442 0.0477 0.0049 0.0581 0.0278 0.0678 0.1664 0.149 0.0974 0.1268 0.1109 0.2375 0.2007 0.214 0.1109 0.2036 0.2468 0.6682 0.8345 0.8252 0.8017 0.8982 0.9664 0.8515 0.6626 0.3241 0.2054 0.5669 0.5726 0.4877 0.7532 0.76 0.5185 0.412 0.556 0.5569 0.1336 0.3831 0.4611 0.433 0.2556 0.1466 0.3489 0.2659 0.0944 0.137 0.1344 0.0416 0.0719 0.0637 0.021 0.0204 0.0216 0.0135 0.0055 0.0073 0.008 0.0105 0.0059 0.0105 Rock
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98 0.0491 0.0279 0.0592 0.127 0.1772 0.1908 0.2217 0.0768 0.1246 0.2028 0.0947 0.2497 0.2209 0.3195 0.334 0.3323 0.278 0.2975 0.2948 0.1729 0.3264 0.3834 0.3523 0.541 0.5228 0.4475 0.534 0.5323 0.3907 0.3456 0.4091 0.4639 0.558 0.5727 0.6355 0.7563 0.6903 0.6176 0.5379 0.5622 0.6508 0.4797 0.3736 0.2804 0.1982 0.2438 0.1789 0.1706 0.0762 0.0238 0.0268 0.0081 0.0129 0.0161 0.0063 0.0119 0.0194 0.014 0.0332 0.0439 Mine
99 0.1313 0.2339 0.3059 0.4264 0.401 0.1791 0.1853 0.0055 0.1929 0.2231 0.2907 0.2259 0.3136 0.3302 0.366 0.3956 0.4386 0.467 0.5255 0.3735 0.2243 0.1973 0.4337 0.6532 0.507 0.2796 0.4163 0.595 0.5242 0.4178 0.3714 0.2375 0.0863 0.1437 0.2896 0.4577 0.3725 0.3372 0.3803 0.4181 0.3603 0.2711 0.1653 0.1951 0.2811 0.2246 0.1921 0.15 0.0665 0.0193 0.0156 0.0362 0.021 0.0154 0.018 0.0013 0.0106 0.0127 0.0178 0.0231 Mine
100 0.0201 0.0423 0.0554 0.0783 0.062 0.0871 0.1201 0.2707 0.1206 0.0279 0.2251 0.2615 0.177 0.3709 0.4533 0.5553 0.4616 0.3797 0.345 0.2665 0.2395 0.1127 0.2556 0.5169 0.3779 0.4082 0.5353 0.5116 0.4544 0.4258 0.3869 0.3939 0.4661 0.3974 0.2194 0.1816 0.1023 0.2108 0.3253 0.3697 0.2912 0.301 0.2563 0.1927 0.2062 0.1751 0.0841 0.1035 0.0641 0.0153 0.0081 0.0191 0.0182 0.016 0.029 0.009 0.0242 0.0224 0.019 0.0096 Mine
101 0.0629 0.1065 0.1526 0.1229 0.1437 0.119 0.0884 0.0907 0.2107 0.3597 0.5466 0.5205 0.5127 0.5395 0.6558 0.8705 0.9786 0.9335 0.7917 0.7383 0.6908 0.385 0.0671 0.0502 0.2717 0.2839 0.2234 0.1911 0.0408 0.2531 0.1979 0.1891 0.2433 0.1956 0.2667 0.134 0.1073 0.2023 0.1794 0.0227 0.1313 0.1775 0.1549 0.1626 0.0708 0.0129 0.0795 0.0762 0.0117 0.0061 0.0257 0.0089 0.0262 0.0108 0.0138 0.0187 0.023 0.0057 0.0113 0.0131 Mine
102 0.0335 0.0134 0.0696 0.118 0.0348 0.118 0.1948 0.1607 0.3036 0.4372 0.5533 0.5771 0.7022 0.7067 0.7367 0.7391 0.8622 0.9458 0.8782 0.7913 0.576 0.3061 0.0563 0.0239 0.2554 0.4862 0.5027 0.4402 0.2847 0.1797 0.356 0.3522 0.3321 0.3112 0.3638 0.0754 0.1834 0.182 0.1815 0.1593 0.0576 0.0954 0.1086 0.0812 0.0784 0.0487 0.0439 0.0586 0.037 0.0185 0.0302 0.0244 0.0232 0.0093 0.0159 0.0193 0.0032 0.0377 0.0126 0.0156 Mine
103 0.0587 0.121 0.1268 0.1498 0.1436 0.0561 0.0832 0.0672 0.1372 0.2352 0.3208 0.4257 0.5201 0.4914 0.595 0.7221 0.9039 0.9111 0.8723 0.7686 0.7326 0.5222 0.3097 0.3172 0.227 0.164 0.1746 0.1835 0.2048 0.1674 0.2767 0.3104 0.3399 0.4441 0.5046 0.2814 0.1681 0.2633 0.3198 0.1933 0.0934 0.0443 0.078 0.0722 0.0405 0.0553 0.1081 0.1139 0.0767 0.0265 0.0215 0.0331 0.0111 0.0088 0.0158 0.0122 0.0038 0.0101 0.0228 0.0124 Mine
104 0.0162 0.0253 0.0262 0.0386 0.0645 0.0472 0.1056 0.1388 0.0598 0.1334 0.2969 0.4754 0.5677 0.569 0.6421 0.7487 0.8999 1 0.969 0.9032 0.7685 0.6998 0.6644 0.5964 0.3711 0.0921 0.0481 0.0876 0.104 0.1714 0.3264 0.4612 0.3939 0.505 0.4833 0.3511 0.2319 0.4029 0.3676 0.151 0.0745 0.1395 0.1552 0.0377 0.0636 0.0443 0.0264 0.0223 0.0187 0.0077 0.0137 0.0071 0.0082 0.0232 0.0198 0.0074 0.0035 0.01 0.0048 0.0019 Mine
105 0.0307 0.0523 0.0653 0.0521 0.0611 0.0577 0.0665 0.0664 0.146 0.2792 0.3877 0.4992 0.4981 0.4972 0.5607 0.7339 0.823 0.9173 0.9975 0.9911 0.824 0.6498 0.598 0.4862 0.315 0.1543 0.0989 0.0284 0.1008 0.2636 0.2694 0.293 0.2925 0.3998 0.366 0.3172 0.4609 0.4374 0.182 0.3376 0.6202 0.4448 0.1863 0.142 0.0589 0.0576 0.0672 0.0269 0.0245 0.019 0.0063 0.0321 0.0189 0.0137 0.0277 0.0152 0.0052 0.0121 0.0124 0.0055 Mine
106 0.0116 0.0179 0.0449 0.1096 0.1913 0.0924 0.0761 0.1092 0.0757 0.1006 0.25 0.3988 0.3809 0.4753 0.6165 0.6464 0.8024 0.9208 0.9832 0.9634 0.8646 0.8325 0.8276 0.8007 0.6102 0.4853 0.4355 0.4307 0.4399 0.3833 0.3032 0.3035 0.3197 0.2292 0.2131 0.2347 0.3201 0.4455 0.3655 0.2715 0.1747 0.1781 0.2199 0.1056 0.0573 0.0307 0.0237 0.047 0.0102 0.0057 0.0031 0.0163 0.0099 0.0084 0.027 0.0277 0.0097 0.0054 0.0148 0.0092 Mine
107 0.0331 0.0423 0.0474 0.0818 0.0835 0.0756 0.0374 0.0961 0.0548 0.0193 0.0897 0.1734 0.1936 0.2803 0.3313 0.502 0.636 0.7096 0.8333 0.873 0.8073 0.7507 0.7526 0.7298 0.6177 0.4946 0.4531 0.4099 0.454 0.4124 0.3139 0.3194 0.3692 0.3776 0.4469 0.4777 0.4716 0.4664 0.3893 0.4255 0.4064 0.3712 0.3863 0.2802 0.1283 0.1117 0.1303 0.0787 0.0436 0.0224 0.0133 0.0078 0.0174 0.0176 0.0038 0.0129 0.0066 0.0044 0.0134 0.0092 Mine
108 0.0428 0.0555 0.0708 0.0618 0.1215 0.1524 0.1543 0.0391 0.061 0.0113 0.1255 0.2473 0.3011 0.3747 0.452 0.5392 0.6588 0.7113 0.7602 0.8672 0.8416 0.7974 0.8385 0.9317 0.8555 0.6162 0.4139 0.3269 0.3108 0.2554 0.3367 0.4465 0.5 0.5111 0.5194 0.4619 0.4234 0.4372 0.4277 0.4433 0.37 0.3324 0.2564 0.2527 0.2137 0.1789 0.101 0.0528 0.0453 0.0118 0.0009 0.0142 0.0179 0.0079 0.006 0.0131 0.0089 0.0084 0.0113 0.0049 Mine
109 0.0599 0.0474 0.0498 0.0387 0.1026 0.0773 0.0853 0.0447 0.1094 0.0351 0.1582 0.2023 0.2268 0.2829 0.3819 0.4665 0.6687 0.8647 0.9361 0.9367 0.9144 0.9162 0.9311 0.8604 0.7327 0.5763 0.4162 0.4113 0.4146 0.3149 0.2936 0.3169 0.3149 0.4132 0.3994 0.4195 0.4532 0.4419 0.4737 0.3431 0.3194 0.337 0.2493 0.265 0.1748 0.0932 0.053 0.0081 0.0342 0.0137 0.0028 0.0013 0.0005 0.0227 0.0209 0.0081 0.0117 0.0114 0.0112 0.01 Mine
110 0.0264 0.0071 0.0342 0.0793 0.1043 0.0783 0.1417 0.1176 0.0453 0.0945 0.1132 0.084 0.0717 0.1968 0.2633 0.4191 0.505 0.6711 0.7922 0.8381 0.8759 0.9422 1 0.9931 0.9575 0.8647 0.7215 0.5801 0.4964 0.4886 0.4079 0.2443 0.1768 0.2472 0.3518 0.3762 0.2909 0.2311 0.3168 0.3554 0.3741 0.4443 0.3261 0.1963 0.0864 0.1688 0.1991 0.1217 0.0628 0.0323 0.0253 0.0214 0.0262 0.0177 0.0037 0.0068 0.0121 0.0077 0.0078 0.0066 Mine
111 0.021 0.0121 0.0203 0.1036 0.1675 0.0418 0.0723 0.0828 0.0494 0.0686 0.1125 0.1741 0.271 0.3087 0.3575 0.4998 0.6011 0.647 0.8067 0.9008 0.8906 0.9338 1 0.9102 0.8496 0.7867 0.7688 0.7718 0.6268 0.4301 0.2077 0.1198 0.166 0.2618 0.3862 0.3958 0.3248 0.2302 0.325 0.4022 0.4344 0.4008 0.337 0.2518 0.2101 0.1181 0.115 0.055 0.0293 0.0183 0.0104 0.0117 0.0101 0.0061 0.0031 0.0099 0.008 0.0107 0.0161 0.0133 Mine
112 0.053 0.0885 0.1997 0.2604 0.3225 0.2247 0.0617 0.2287 0.095 0.074 0.161 0.2226 0.2703 0.3365 0.4266 0.4144 0.5655 0.6921 0.8547 0.9234 0.9171 1 0.9532 0.9101 0.8337 0.7053 0.6534 0.4483 0.246 0.202 0.1446 0.0994 0.151 0.2392 0.4434 0.5023 0.4441 0.4571 0.3927 0.29 0.3408 0.499 0.3632 0.1387 0.18 0.1299 0.0523 0.0817 0.0469 0.0114 0.0299 0.0244 0.0199 0.0257 0.0082 0.0151 0.0171 0.0146 0.0134 0.0056 Mine
113 0.0454 0.0472 0.0697 0.1021 0.1397 0.1493 0.1487 0.0771 0.1171 0.1675 0.2799 0.3323 0.4012 0.4296 0.535 0.5411 0.687 0.8045 0.9194 0.9169 1 0.9972 0.9093 0.7918 0.6705 0.5324 0.3572 0.2484 0.3161 0.3775 0.3138 0.1713 0.2937 0.5234 0.5926 0.5437 0.4516 0.3379 0.3215 0.2178 0.1674 0.2634 0.298 0.2037 0.1155 0.0919 0.0882 0.0228 0.038 0.0142 0.0137 0.012 0.0042 0.0238 0.0129 0.0084 0.0218 0.0321 0.0154 0.0053 Mine
114 0.0283 0.0599 0.0656 0.0229 0.0839 0.1673 0.1154 0.1098 0.137 0.1767 0.1995 0.2869 0.3275 0.3769 0.4169 0.5036 0.618 0.8025 0.9333 0.9399 0.9275 0.945 0.8328 0.7773 0.7007 0.6154 0.581 0.4454 0.3707 0.2891 0.2185 0.1711 0.3578 0.3947 0.2867 0.2401 0.3619 0.3314 0.3763 0.4767 0.4059 0.3661 0.232 0.145 0.1017 0.1111 0.0655 0.0271 0.0244 0.0179 0.0109 0.0147 0.017 0.0158 0.0046 0.0073 0.0054 0.0033 0.0045 0.0079 Mine
115 0.0114 0.0222 0.0269 0.0384 0.1217 0.2062 0.1489 0.0929 0.135 0.1799 0.2486 0.2973 0.3672 0.4394 0.5258 0.6755 0.7402 0.8284 0.9033 0.9584 1 0.9982 0.8899 0.7493 0.6367 0.6744 0.7207 0.6821 0.5512 0.4789 0.3924 0.2533 0.1089 0.139 0.2551 0.3301 0.2818 0.2142 0.2266 0.2142 0.2354 0.2871 0.2596 0.1925 0.1256 0.1003 0.0951 0.121 0.0728 0.0174 0.0213 0.0269 0.0152 0.0257 0.0097 0.0041 0.005 0.0145 0.0103 0.0025 Mine
116 0.0414 0.0436 0.0447 0.0844 0.0419 0.1215 0.2002 0.1516 0.0818 0.1975 0.2309 0.3025 0.3938 0.505 0.5872 0.661 0.7417 0.8006 0.8456 0.7939 0.8804 0.8384 0.7852 0.8479 0.7434 0.6433 0.5514 0.3519 0.3168 0.3346 0.2056 0.1032 0.3168 0.404 0.4282 0.4538 0.3704 0.3741 0.3839 0.3494 0.438 0.4265 0.2854 0.2808 0.2395 0.0369 0.0805 0.0541 0.0177 0.0065 0.0222 0.0045 0.0136 0.0113 0.0053 0.0165 0.0141 0.0077 0.0246 0.0198 Mine
117 0.0094 0.0333 0.0306 0.0376 0.1296 0.1795 0.1909 0.1692 0.187 0.1725 0.2228 0.3106 0.4144 0.5157 0.5369 0.5107 0.6441 0.7326 0.8164 0.8856 0.9891 1 0.875 0.8631 0.9074 0.8674 0.775 0.66 0.5615 0.4016 0.2331 0.1164 0.1095 0.0431 0.0619 0.1956 0.212 0.3242 0.4102 0.2939 0.1911 0.1702 0.101 0.1512 0.1427 0.1097 0.1173 0.0972 0.0703 0.0281 0.0216 0.0153 0.0112 0.0241 0.0164 0.0055 0.0078 0.0055 0.0091 0.0067 Mine
118 0.0228 0.0106 0.013 0.0842 0.1117 0.1506 0.1776 0.0997 0.1428 0.2227 0.2621 0.3109 0.2859 0.3316 0.3755 0.4499 0.4765 0.6254 0.7304 0.8702 0.9349 0.9614 0.9126 0.9443 1 0.9455 0.8815 0.752 0.7068 0.5986 0.3857 0.251 0.2162 0.0968 0.1323 0.1344 0.225 0.3244 0.3939 0.3806 0.3258 0.3654 0.2983 0.1779 0.1535 0.1199 0.0959 0.0765 0.0649 0.0313 0.0185 0.0098 0.0178 0.0077 0.0074 0.0095 0.0055 0.0045 0.0063 0.0039 Mine
119 0.0363 0.0478 0.0298 0.021 0.1409 0.1916 0.1349 0.1613 0.1703 0.1444 0.1989 0.2154 0.2863 0.357 0.398 0.4359 0.5334 0.6304 0.6995 0.7435 0.8379 0.8641 0.9014 0.9432 0.9536 1 0.9547 0.9745 0.8962 0.7196 0.5462 0.3156 0.2525 0.1969 0.2189 0.1533 0.0711 0.1498 0.1755 0.2276 0.1322 0.1056 0.1973 0.1692 0.1881 0.1177 0.0779 0.0495 0.0492 0.0194 0.025 0.0115 0.019 0.0055 0.0096 0.005 0.0066 0.0114 0.0073 0.0033 Mine
120 0.0261 0.0266 0.0223 0.0749 0.1364 0.1513 0.1316 0.1654 0.1864 0.2013 0.289 0.365 0.351 0.3495 0.4325 0.5398 0.6237 0.6876 0.7329 0.8107 0.8396 0.8632 0.8747 0.9607 0.9716 0.9121 0.8576 0.8798 0.772 0.5711 0.4264 0.286 0.3114 0.2066 0.1165 0.0185 0.1302 0.248 0.1637 0.1103 0.2144 0.2033 0.1887 0.137 0.1376 0.0307 0.0373 0.0606 0.0399 0.0169 0.0135 0.0222 0.0175 0.0127 0.0022 0.0124 0.0054 0.0021 0.0028 0.0023 Mine
121 0.0346 0.0509 0.0079 0.0243 0.0432 0.0735 0.0938 0.1134 0.1228 0.1508 0.1809 0.239 0.2947 0.2866 0.401 0.5325 0.5486 0.5823 0.6041 0.6749 0.7084 0.789 0.9284 0.9781 0.9738 1 0.9702 0.9956 0.8235 0.602 0.5342 0.4867 0.3526 0.1566 0.0946 0.1613 0.2824 0.339 0.3019 0.2945 0.2978 0.2676 0.2055 0.2069 0.1625 0.1216 0.1013 0.0744 0.0386 0.005 0.0146 0.004 0.0122 0.0107 0.0112 0.0102 0.0052 0.0024 0.0079 0.0031 Mine
122 0.0162 0.0041 0.0239 0.0441 0.063 0.0921 0.1368 0.1078 0.1552 0.1779 0.2164 0.2568 0.3089 0.3829 0.4393 0.5335 0.5996 0.6728 0.7309 0.8092 0.8941 0.9668 1 0.9893 0.9376 0.8991 0.9184 0.9128 0.7811 0.6018 0.3765 0.33 0.228 0.0212 0.1117 0.1788 0.2373 0.2843 0.2241 0.2715 0.3363 0.2546 0.1867 0.216 0.1278 0.0768 0.107 0.0946 0.0636 0.0227 0.0128 0.0173 0.0135 0.0114 0.0062 0.0157 0.0088 0.0036 0.0053 0.003 Mine
123 0.0249 0.0119 0.0277 0.076 0.1218 0.1538 0.1192 0.1229 0.2119 0.2531 0.2855 0.2961 0.3341 0.4287 0.5205 0.6087 0.7236 0.7577 0.7726 0.8098 0.8995 0.9247 0.9365 0.9853 0.9776 1 0.9896 0.9076 0.7306 0.5758 0.4469 0.3719 0.2079 0.0955 0.0488 0.1406 0.2554 0.2054 0.1614 0.2232 0.1773 0.2293 0.2521 0.1464 0.0673 0.0965 0.1492 0.1128 0.0463 0.0193 0.014 0.0027 0.0068 0.015 0.0012 0.0133 0.0048 0.0244 0.0077 0.0074 Mine
124 0.027 0.0163 0.0341 0.0247 0.0822 0.1256 0.1323 0.1584 0.2017 0.2122 0.221 0.2399 0.2964 0.4061 0.5095 0.5512 0.6613 0.6804 0.652 0.6788 0.7811 0.8369 0.8969 0.9856 1 0.9395 0.8917 0.8105 0.6828 0.5572 0.4301 0.3339 0.2035 0.0798 0.0809 0.1525 0.2626 0.2456 0.198 0.2412 0.2409 0.1901 0.2077 0.1767 0.1119 0.0779 0.1344 0.096 0.0598 0.033 0.0197 0.0189 0.0204 0.0085 0.0043 0.0092 0.0138 0.0094 0.0105 0.0093 Mine
125 0.0388 0.0324 0.0688 0.0898 0.1267 0.1515 0.2134 0.2613 0.2832 0.2718 0.3645 0.3934 0.3843 0.4677 0.5364 0.4823 0.4835 0.5862 0.7579 0.6997 0.6918 0.8633 0.9107 0.9346 0.7884 0.8585 0.9261 0.708 0.5779 0.5215 0.4505 0.3129 0.1448 0.1046 0.182 0.1519 0.1017 0.1438 0.1986 0.2039 0.2778 0.2879 0.1331 0.114 0.131 0.1433 0.0624 0.01 0.0098 0.0131 0.0152 0.0255 0.0071 0.0263 0.0079 0.0111 0.0107 0.0068 0.0097 0.0067 Mine
126 0.0228 0.0853 0.1 0.0428 0.1117 0.1651 0.1597 0.2116 0.3295 0.3517 0.333 0.3643 0.402 0.4731 0.5196 0.6573 0.8426 0.8476 0.8344 0.8453 0.7999 0.8537 0.9642 1 0.9357 0.9409 0.907 0.7104 0.632 0.5667 0.3501 0.2447 0.1698 0.329 0.3674 0.2331 0.2413 0.2556 0.1892 0.194 0.3074 0.2785 0.0308 0.1238 0.1854 0.1753 0.1079 0.0728 0.0242 0.0191 0.0159 0.0172 0.0191 0.026 0.014 0.0125 0.0116 0.0093 0.0012 0.0036 Mine
127 0.0715 0.0849 0.0587 0.0218 0.0862 0.1801 0.1916 0.1896 0.296 0.4186 0.4867 0.5249 0.5959 0.6855 0.8573 0.9718 0.8693 0.8711 0.8954 0.9922 0.898 0.8158 0.8373 0.7541 0.5893 0.5488 0.5643 0.5406 0.4783 0.4439 0.3698 0.2574 0.1478 0.1743 0.1229 0.1588 0.1803 0.1436 0.1667 0.263 0.2234 0.1239 0.0869 0.2092 0.1499 0.0676 0.0899 0.0927 0.0658 0.0086 0.0216 0.0153 0.0121 0.0096 0.0196 0.0042 0.0066 0.0099 0.0083 0.0124 Mine
128 0.0209 0.0261 0.012 0.0768 0.1064 0.168 0.3016 0.346 0.3314 0.4125 0.3943 0.1334 0.4622 0.997 0.9137 0.8292 0.6994 0.7825 0.8789 0.8501 0.892 0.9473 1 0.8975 0.7806 0.8321 0.6502 0.4548 0.4732 0.3391 0.2747 0.0978 0.0477 0.1403 0.1834 0.2148 0.1271 0.1912 0.3391 0.3444 0.2369 0.1195 0.2665 0.2587 0.1393 0.1083 0.1383 0.1321 0.1069 0.0325 0.0316 0.0057 0.0159 0.0085 0.0372 0.0101 0.0127 0.0288 0.0129 0.0023 Mine
129 0.0374 0.0586 0.0628 0.0534 0.0255 0.1422 0.2072 0.2734 0.307 0.2597 0.3483 0.3999 0.4574 0.595 0.7924 0.8272 0.8087 0.8977 0.9828 0.8982 0.889 0.9367 0.9122 0.7936 0.6718 0.6318 0.4865 0.3388 0.4832 0.3822 0.3075 0.1267 0.0743 0.151 0.1906 0.1817 0.1709 0.0946 0.2829 0.3006 0.1602 0.1483 0.2875 0.2047 0.1064 0.1395 0.1065 0.0527 0.0395 0.0183 0.0353 0.0118 0.0063 0.0237 0.0032 0.0087 0.0124 0.0113 0.0098 0.0126 Mine
130 0.1371 0.1226 0.1385 0.1484 0.1776 0.1428 0.1773 0.2161 0.163 0.2067 0.4257 0.5484 0.7131 0.7003 0.6777 0.7939 0.9382 0.8925 0.9146 0.7832 0.796 0.7983 0.7716 0.6615 0.486 0.5572 0.4697 0.564 0.4517 0.3369 0.2684 0.2339 0.3052 0.3016 0.2753 0.1041 0.1757 0.3156 0.3603 0.2736 0.1301 0.2458 0.3404 0.1753 0.0679 0.1062 0.0643 0.0532 0.0531 0.0272 0.0171 0.0118 0.0129 0.0344 0.0065 0.0067 0.0022 0.0079 0.0146 0.0051 Mine
131 0.0443 0.0446 0.0235 0.1008 0.2252 0.2611 0.2061 0.1668 0.1801 0.3083 0.3794 0.5364 0.6173 0.7842 0.8392 0.9016 1 0.8911 0.8753 0.7886 0.7156 0.7581 0.6372 0.321 0.2076 0.2279 0.3309 0.2847 0.1949 0.1671 0.1025 0.1362 0.2212 0.1124 0.1677 0.1039 0.2562 0.2624 0.2236 0.118 0.1103 0.2831 0.2385 0.0255 0.1967 0.1483 0.0434 0.0627 0.0513 0.0473 0.0248 0.0274 0.0205 0.0141 0.0185 0.0055 0.0045 0.0115 0.0152 0.01 Mine
132 0.115 0.1163 0.0866 0.0358 0.0232 0.1267 0.2417 0.2661 0.4346 0.5378 0.3816 0.0991 0.0616 0.1795 0.3907 0.3602 0.3041 0.2428 0.406 0.8395 0.9777 0.468 0.061 0.2143 0.1348 0.2854 0.1617 0.2649 0.4565 0.6502 0.2848 0.3296 0.537 0.6627 0.8626 0.8547 0.7848 0.9016 0.8827 0.6086 0.281 0.0906 0.1177 0.2694 0.5214 0.4232 0.234 0.1928 0.1092 0.0507 0.0228 0.0099 0.0065 0.0085 0.0166 0.011 0.019 0.0141 0.0068 0.0086 Mine
133 0.0968 0.0821 0.0629 0.0608 0.0617 0.1207 0.0944 0.4223 0.5744 0.5025 0.3488 0.17 0.2076 0.3087 0.4224 0.5312 0.2436 0.1884 0.1908 0.8321 1 0.4076 0.096 0.1928 0.2419 0.379 0.2893 0.3451 0.3777 0.5213 0.2316 0.3335 0.4781 0.6116 0.6705 0.7375 0.7356 0.7792 0.6788 0.5259 0.2762 0.1545 0.2019 0.2231 0.4221 0.3067 0.1329 0.1349 0.1057 0.0499 0.0206 0.0073 0.0081 0.0303 0.019 0.0212 0.0126 0.0201 0.021 0.0041 Mine
134 0.079 0.0707 0.0352 0.166 0.133 0.0226 0.0771 0.2678 0.5664 0.6609 0.5002 0.2583 0.165 0.4347 0.4515 0.4579 0.3366 0.4 0.5325 0.901 0.9939 0.3689 0.1012 0.0248 0.2318 0.3981 0.2259 0.5247 0.6898 0.8316 0.4326 0.3741 0.5756 0.8043 0.7963 0.7174 0.7056 0.8148 0.7601 0.6034 0.4554 0.4729 0.4478 0.3722 0.4693 0.3839 0.0768 0.1467 0.0777 0.0469 0.0193 0.0298 0.039 0.0294 0.0175 0.0249 0.0141 0.0073 0.0025 0.0101 Mine
135 0.1083 0.107 0.0257 0.0837 0.0748 0.1125 0.3322 0.459 0.5526 0.5966 0.5304 0.2251 0.2402 0.2689 0.6646 0.6632 0.1674 0.0837 0.4331 0.8718 0.7992 0.3712 0.1703 0.1611 0.2086 0.2847 0.2211 0.6134 0.5807 0.6925 0.3825 0.4303 0.7791 0.8703 1 0.9212 0.9386 0.9303 0.7314 0.4791 0.2087 0.2016 0.1669 0.2872 0.4374 0.3097 0.1578 0.0553 0.0334 0.0209 0.0172 0.018 0.011 0.0234 0.0276 0.0032 0.0084 0.0122 0.0082 0.0143 Mine
136 0.0094 0.0611 0.1136 0.1203 0.0403 0.1227 0.2495 0.4566 0.6587 0.5079 0.335 0.0834 0.3004 0.3957 0.3769 0.3828 0.1247 0.1363 0.2678 0.9188 0.9779 0.3236 0.1944 0.1874 0.0885 0.3443 0.2953 0.5908 0.4564 0.7334 0.1969 0.279 0.6212 0.8681 0.8621 0.938 0.8327 0.948 0.6721 0.4436 0.5163 0.3809 0.1557 0.1449 0.2662 0.1806 0.1699 0.2559 0.1129 0.0201 0.048 0.0234 0.0175 0.0352 0.0158 0.0326 0.0201 0.0168 0.0245 0.0154 Mine
137 0.1088 0.1278 0.0926 0.1234 0.1276 0.1731 0.1948 0.4262 0.6828 0.5761 0.4733 0.2362 0.1023 0.2904 0.4713 0.4659 0.1415 0.0849 0.3257 0.9007 0.9312 0.4856 0.1346 0.1604 0.2737 0.5609 0.3654 0.6139 0.547 0.8474 0.5638 0.5443 0.5086 0.6253 0.8497 0.8406 0.842 0.9136 0.7713 0.4882 0.3724 0.4469 0.4586 0.4491 0.5616 0.4305 0.0945 0.0794 0.0274 0.0154 0.014 0.0455 0.0213 0.0082 0.0124 0.0167 0.0103 0.0205 0.0178 0.0187 Mine
138 0.043 0.0902 0.0833 0.0813 0.0165 0.0277 0.0569 0.2057 0.3887 0.7106 0.7342 0.5033 0.3 0.1951 0.2767 0.3737 0.2507 0.2507 0.3292 0.4871 0.6527 0.8454 0.9739 1 0.6665 0.5323 0.4024 0.3444 0.4239 0.4182 0.4393 0.1162 0.4336 0.6553 0.6172 0.4373 0.4118 0.3641 0.4572 0.4367 0.2964 0.4312 0.4155 0.1824 0.1487 0.0138 0.1164 0.2052 0.1069 0.0199 0.0208 0.0176 0.0197 0.021 0.0141 0.0049 0.0027 0.0162 0.0059 0.0021 Mine
139 0.0731 0.1249 0.1665 0.1496 0.1443 0.277 0.2555 0.1712 0.0466 0.1114 0.1739 0.316 0.3249 0.2164 0.2031 0.258 0.1796 0.2422 0.3609 0.181 0.2604 0.6572 0.9734 0.9757 0.8079 0.6521 0.4915 0.5363 0.7649 0.525 0.5101 0.4219 0.416 0.1906 0.0223 0.4219 0.5496 0.2483 0.2034 0.2729 0.2837 0.4463 0.3178 0.0807 0.1192 0.2134 0.3241 0.2945 0.1474 0.0211 0.0361 0.0444 0.023 0.029 0.0141 0.0161 0.0177 0.0194 0.0207 0.0057 Mine
140 0.0164 0.0627 0.0738 0.0608 0.0233 0.1048 0.1338 0.0644 0.1522 0.078 0.1791 0.2681 0.1788 0.1039 0.198 0.3234 0.3748 0.2586 0.368 0.3508 0.5606 0.5231 0.5469 0.6954 0.6352 0.6757 0.8499 0.8025 0.6563 0.8591 0.6655 0.5369 0.3118 0.3763 0.2801 0.0875 0.3319 0.4237 0.1801 0.3743 0.4627 0.1614 0.2494 0.3202 0.2265 0.1146 0.0476 0.0943 0.0824 0.0171 0.0244 0.0258 0.0143 0.0226 0.0187 0.0185 0.011 0.0094 0.0078 0.0112 Mine
141 0.0412 0.1135 0.0518 0.0232 0.0646 0.1124 0.1787 0.2407 0.2682 0.2058 0.1546 0.2671 0.3141 0.2904 0.3531 0.5079 0.4639 0.1859 0.4474 0.4079 0.54 0.4786 0.4332 0.6113 0.5091 0.4606 0.7243 0.8987 0.8826 0.9201 0.8005 0.6033 0.212 0.2866 0.4033 0.2803 0.3087 0.355 0.2545 0.1432 0.5869 0.6431 0.5826 0.4286 0.4894 0.5777 0.4315 0.264 0.1794 0.0772 0.0798 0.0376 0.0143 0.0272 0.0127 0.0166 0.0095 0.0225 0.0098 0.0085 Mine
142 0.0707 0.1252 0.1447 0.1644 0.1693 0.0844 0.0715 0.0947 0.1583 0.1247 0.234 0.1764 0.2284 0.3115 0.4725 0.5543 0.5386 0.3746 0.4583 0.5961 0.7464 0.7644 0.5711 0.6257 0.6695 0.7131 0.7567 0.8077 0.8477 0.9289 0.9513 0.7995 0.4362 0.4048 0.4952 0.1712 0.3652 0.3763 0.2841 0.0427 0.5331 0.6952 0.4288 0.3063 0.5835 0.5692 0.263 0.1196 0.0983 0.0374 0.0291 0.0156 0.0197 0.0135 0.0127 0.0138 0.0133 0.0131 0.0154 0.0218 Mine
143 0.0526 0.0563 0.1219 0.1206 0.0246 0.1022 0.0539 0.0439 0.2291 0.1632 0.2544 0.2807 0.3011 0.3361 0.3024 0.2285 0.291 0.1316 0.1151 0.3404 0.5562 0.6379 0.6553 0.7384 0.6534 0.5423 0.6877 0.7325 0.7726 0.8229 0.8787 0.9108 0.6705 0.6092 0.7505 0.4775 0.1666 0.3749 0.3776 0.2106 0.5886 0.5628 0.2577 0.5245 0.6149 0.5123 0.3385 0.1499 0.0546 0.027 0.038 0.0339 0.0149 0.0335 0.0376 0.0174 0.0132 0.0103 0.0364 0.0208 Mine
144 0.0516 0.0944 0.0622 0.0415 0.0995 0.2431 0.1777 0.2018 0.2611 0.1294 0.2646 0.2778 0.4432 0.3672 0.2035 0.2764 0.3252 0.1536 0.2784 0.3508 0.5187 0.7052 0.7143 0.6814 0.51 0.5308 0.6131 0.8388 0.9031 0.8607 0.9656 0.9168 0.7132 0.6898 0.731 0.4134 0.158 0.1819 0.1381 0.296 0.6935 0.8246 0.5351 0.4403 0.6448 0.6214 0.3016 0.1379 0.0364 0.0355 0.0456 0.0432 0.0274 0.0152 0.012 0.0129 0.002 0.0109 0.0074 0.0078 Mine
145 0.0299 0.0688 0.0992 0.1021 0.08 0.0629 0.013 0.0813 0.1761 0.0998 0.0523 0.0904 0.2655 0.3099 0.352 0.3892 0.3962 0.2449 0.2355 0.3045 0.3112 0.4698 0.5534 0.4532 0.4464 0.467 0.4621 0.6988 0.7626 0.7025 0.7382 0.7446 0.7927 0.5227 0.3967 0.3042 0.1309 0.2408 0.178 0.1598 0.5657 0.6443 0.4241 0.4567 0.576 0.5293 0.3287 0.1283 0.0698 0.0334 0.0342 0.0459 0.0277 0.0172 0.0087 0.0046 0.0203 0.013 0.0115 0.0015 Mine
146 0.0721 0.1574 0.1112 0.1085 0.0666 0.18 0.1108 0.2794 0.1408 0.0795 0.2534 0.392 0.3375 0.161 0.1889 0.3308 0.2282 0.2177 0.1853 0.5167 0.5342 0.6298 0.8437 0.6756 0.5825 0.6141 0.8809 0.8375 0.3869 0.5051 0.5455 0.4241 0.1534 0.495 0.6983 0.7109 0.5647 0.487 0.5515 0.4433 0.525 0.6075 0.5251 0.1359 0.4268 0.4442 0.2193 0.09 0.12 0.0628 0.0234 0.0309 0.0127 0.0082 0.0281 0.0117 0.0092 0.0147 0.0157 0.0129 Mine
147 0.1021 0.083 0.0577 0.0627 0.0635 0.1328 0.0988 0.1787 0.1199 0.1369 0.2509 0.2631 0.2796 0.2977 0.3823 0.3129 0.3956 0.2093 0.3218 0.3345 0.3184 0.2887 0.361 0.2566 0.4106 0.4591 0.4722 0.7278 0.7591 0.6579 0.7514 0.6666 0.4903 0.5962 0.6552 0.4014 0.1188 0.3245 0.3107 0.1354 0.5109 0.7988 0.7517 0.5508 0.5858 0.7292 0.5522 0.3339 0.1608 0.0475 0.1004 0.0709 0.0317 0.0309 0.0252 0.0087 0.0177 0.0214 0.0227 0.0106 Mine
148 0.0654 0.0649 0.0737 0.1132 0.2482 0.1257 0.1797 0.0989 0.246 0.3422 0.2128 0.1377 0.4032 0.5684 0.2398 0.4331 0.5954 0.5772 0.8176 0.8835 0.5248 0.6373 0.8375 0.6699 0.7756 0.875 0.83 0.6896 0.3372 0.6405 0.7138 0.8202 0.6657 0.5254 0.296 0.0704 0.097 0.3941 0.6028 0.3521 0.3924 0.4808 0.4602 0.4164 0.5438 0.5649 0.3195 0.2484 0.1299 0.0825 0.0243 0.021 0.0361 0.0239 0.0447 0.0394 0.0355 0.044 0.0243 0.0098 Mine
149 0.0712 0.0901 0.1276 0.1497 0.1284 0.1165 0.1285 0.1684 0.183 0.2127 0.2891 0.3985 0.4576 0.5821 0.5027 0.193 0.2579 0.3177 0.2745 0.6186 0.8958 0.7442 0.5188 0.2811 0.1773 0.6607 0.7576 0.5122 0.4701 0.5479 0.4347 0.1276 0.0846 0.0927 0.0313 0.0998 0.1781 0.1586 0.3001 0.2208 0.1455 0.2895 0.3203 0.1414 0.0629 0.0734 0.0805 0.0608 0.0565 0.0286 0.0154 0.0154 0.0156 0.0054 0.003 0.0048 0.0087 0.0101 0.0095 0.0068 Mine
150 0.0207 0.0535 0.0334 0.0818 0.074 0.0324 0.0918 0.107 0.1553 0.1234 0.1796 0.1787 0.1247 0.2577 0.337 0.399 0.1647 0.2266 0.3219 0.5356 0.8159 1 0.8701 0.6889 0.6299 0.5738 0.5707 0.5976 0.4301 0.2058 0.1 0.2247 0.2308 0.3977 0.3317 0.1726 0.1429 0.2168 0.1967 0.214 0.3674 0.2023 0.0778 0.0925 0.2388 0.34 0.2594 0.1102 0.0911 0.0462 0.0171 0.0033 0.005 0.019 0.0103 0.0121 0.0042 0.009 0.007 0.0099 Mine
151 0.0209 0.0278 0.0115 0.0445 0.0427 0.0766 0.1458 0.143 0.1894 0.1853 0.1748 0.1556 0.1476 0.1378 0.2584 0.3827 0.4784 0.536 0.6192 0.7912 0.9264 1 0.908 0.7435 0.5557 0.3172 0.1295 0.0598 0.2722 0.3616 0.3293 0.4855 0.3936 0.1845 0.0342 0.2489 0.3837 0.3514 0.2654 0.176 0.1599 0.0866 0.059 0.0813 0.0492 0.0417 0.0495 0.0367 0.0115 0.0118 0.0133 0.0096 0.0014 0.0049 0.0039 0.0029 0.0078 0.0047 0.0021 0.0011 Mine
152 0.0231 0.0315 0.017 0.0226 0.041 0.0116 0.0223 0.0805 0.2365 0.2461 0.2245 0.152 0.1732 0.3099 0.438 0.5595 0.682 0.6164 0.6803 0.8435 0.9921 1 0.7983 0.5426 0.3952 0.5179 0.565 0.3042 0.1881 0.396 0.2286 0.3544 0.4187 0.2398 0.1847 0.376 0.4331 0.3626 0.2519 0.187 0.1046 0.2339 0.1991 0.11 0.0684 0.0303 0.0674 0.0785 0.0455 0.0246 0.0151 0.0125 0.0036 0.0123 0.0043 0.0114 0.0052 0.0091 0.0008 0.0092 Mine
153 0.0131 0.0201 0.0045 0.0217 0.023 0.0481 0.0742 0.0333 0.1369 0.2079 0.2295 0.199 0.1184 0.1891 0.2949 0.5343 0.685 0.7923 0.822 0.729 0.7352 0.7918 0.8057 0.4898 0.1934 0.2924 0.6255 0.8546 0.8966 0.7821 0.5168 0.484 0.4038 0.3411 0.2849 0.2353 0.2699 0.4442 0.4323 0.3314 0.1195 0.1669 0.3702 0.3072 0.0945 0.1545 0.1394 0.0772 0.0615 0.023 0.0111 0.0168 0.0086 0.0045 0.0062 0.0065 0.003 0.0066 0.0029 0.0053 Mine
154 0.0233 0.0394 0.0416 0.0547 0.0993 0.1515 0.1674 0.1513 0.1723 0.2078 0.1239 0.0236 0.1771 0.3115 0.499 0.6707 0.7655 0.8485 0.9805 1 1 0.9992 0.9067 0.6803 0.5103 0.4716 0.498 0.6196 0.7171 0.6316 0.3554 0.2897 0.4316 0.3791 0.2421 0.0944 0.0351 0.0844 0.0436 0.113 0.2045 0.1937 0.0834 0.1502 0.1675 0.1058 0.1111 0.0849 0.0596 0.0201 0.0071 0.0104 0.0062 0.0026 0.0025 0.0061 0.0038 0.0101 0.0078 0.0006 Mine
155 0.0117 0.0069 0.0279 0.0583 0.0915 0.1267 0.1577 0.1927 0.2361 0.2169 0.118 0.0754 0.2782 0.3758 0.5093 0.6592 0.7071 0.7532 0.8357 0.8593 0.9615 0.9838 0.8705 0.6403 0.5067 0.5395 0.6934 0.8487 0.8213 0.5962 0.295 0.2758 0.2885 0.1893 0.1446 0.0955 0.0888 0.0836 0.0894 0.1547 0.2318 0.2225 0.1035 0.1721 0.2017 0.1787 0.1112 0.0398 0.0305 0.0084 0.0039 0.0053 0.0029 0.002 0.0013 0.0029 0.002 0.0062 0.0026 0.0052 Mine
156 0.0211 0.0128 0.0015 0.045 0.0711 0.1563 0.1518 0.1206 0.1666 0.1345 0.0785 0.0367 0.1227 0.2614 0.428 0.6122 0.7435 0.813 0.9006 0.9603 0.9162 0.914 0.7851 0.5134 0.3439 0.329 0.2571 0.3685 0.5765 0.619 0.4613 0.3615 0.4434 0.3864 0.3093 0.2138 0.1112 0.1386 0.1523 0.0996 0.1644 0.1902 0.1313 0.1776 0.2 0.0765 0.0727 0.0749 0.0449 0.0134 0.0174 0.0117 0.0023 0.0047 0.0049 0.0031 0.0024 0.0039 0.0051 0.0015 Mine
157 0.0047 0.0059 0.008 0.0554 0.0883 0.1278 0.1674 0.1373 0.2922 0.3469 0.3265 0.3263 0.2301 0.1253 0.2102 0.2401 0.1928 0.1673 0.1228 0.0902 0.1557 0.3291 0.5268 0.674 0.7906 0.8938 0.9395 0.9493 0.904 0.9151 0.8828 0.8086 0.718 0.672 0.6447 0.6879 0.6241 0.4936 0.4144 0.424 0.4546 0.4392 0.4323 0.4921 0.471 0.3196 0.2241 0.1806 0.099 0.0251 0.0129 0.0095 0.0126 0.0069 0.0039 0.0068 0.006 0.0045 0.0002 0.0029 Mine
158 0.0201 0.0178 0.0274 0.0232 0.0724 0.0833 0.1232 0.1298 0.2085 0.272 0.2188 0.3037 0.2959 0.2059 0.0906 0.161 0.18 0.218 0.2026 0.1506 0.0521 0.2143 0.4333 0.5943 0.6926 0.7576 0.8787 0.906 0.8528 0.9087 0.9657 0.9306 0.7774 0.6643 0.6604 0.6884 0.6938 0.5932 0.5774 0.6223 0.5841 0.4527 0.4911 0.5762 0.5013 0.4042 0.3123 0.2232 0.1085 0.0414 0.0253 0.0131 0.0049 0.0104 0.0102 0.0092 0.0083 0.002 0.0048 0.0036 Mine
159 0.0107 0.0453 0.0289 0.0713 0.1075 0.1019 0.1606 0.2119 0.3061 0.2936 0.3104 0.3431 0.2456 0.1887 0.1184 0.208 0.2736 0.3274 0.2344 0.126 0.0576 0.1241 0.3239 0.4357 0.5734 0.7825 0.9252 0.9349 0.9348 1 0.9308 0.8478 0.7605 0.704 0.7539 0.799 0.7673 0.5955 0.4731 0.484 0.434 0.3954 0.4837 0.5379 0.4485 0.2674 0.1541 0.1359 0.0941 0.0261 0.0079 0.0164 0.012 0.0113 0.0021 0.0097 0.0072 0.006 0.0017 0.0036 Mine
160 0.0235 0.022 0.0167 0.0516 0.0746 0.1121 0.1258 0.1717 0.3074 0.3199 0.2946 0.2484 0.251 0.1806 0.1413 0.3019 0.3635 0.3887 0.298 0.2219 0.1624 0.1343 0.2046 0.3791 0.5771 0.7545 0.8406 0.8547 0.9036 1 0.9646 0.7912 0.6412 0.5986 0.6835 0.7771 0.8084 0.7426 0.6295 0.5708 0.4433 0.3361 0.3795 0.495 0.4373 0.2404 0.1128 0.1654 0.0933 0.0225 0.0214 0.0221 0.0152 0.0083 0.0058 0.0023 0.0057 0.0052 0.0027 0.0021 Mine
161 0.0258 0.0433 0.0547 0.0681 0.0784 0.125 0.1296 0.1729 0.2794 0.2954 0.2506 0.2601 0.2249 0.2115 0.127 0.1193 0.1794 0.2185 0.1646 0.074 0.0625 0.2381 0.4824 0.6372 0.7531 0.8959 0.9941 0.9957 0.9328 0.9344 0.8854 0.769 0.6865 0.639 0.6378 0.6629 0.5983 0.4565 0.3129 0.4158 0.4325 0.4031 0.4201 0.4557 0.3955 0.2966 0.2095 0.1558 0.0884 0.0265 0.0121 0.0091 0.0062 0.0019 0.0045 0.0079 0.0031 0.0063 0.0048 0.005 Mine
162 0.0305 0.0363 0.0214 0.0227 0.0456 0.0665 0.0939 0.0972 0.2535 0.3127 0.2192 0.2621 0.2419 0.2179 0.1159 0.1237 0.0886 0.1755 0.1758 0.154 0.0512 0.1805 0.4039 0.5697 0.6577 0.7474 0.8543 0.9085 0.8668 0.8892 0.9065 0.8522 0.7204 0.62 0.6253 0.6848 0.7337 0.6281 0.5725 0.6119 0.5597 0.4965 0.5027 0.5772 0.5907 0.4803 0.3877 0.2779 0.1427 0.0424 0.0271 0.02 0.007 0.007 0.0086 0.0089 0.0074 0.0042 0.0055 0.0021 Mine
163 0.0217 0.0152 0.0346 0.0346 0.0484 0.0526 0.0773 0.0862 0.1451 0.211 0.2343 0.2087 0.1645 0.1689 0.165 0.1967 0.2934 0.3709 0.4309 0.4161 0.5116 0.6501 0.7717 0.8491 0.9104 0.8912 0.8189 0.6779 0.5368 0.5207 0.5651 0.5749 0.525 0.4255 0.333 0.2331 0.1451 0.1648 0.2694 0.373 0.4467 0.4133 0.3743 0.3021 0.2069 0.179 0.1689 0.1341 0.0769 0.0222 0.0205 0.0123 0.0067 0.0011 0.0026 0.0049 0.0029 0.0022 0.0022 0.0032 Mine
164 0.0072 0.0027 0.0089 0.0061 0.042 0.0865 0.1182 0.0999 0.1976 0.2318 0.2472 0.288 0.2126 0.0708 0.1194 0.2808 0.4221 0.5279 0.5857 0.6153 0.6753 0.7873 0.8974 0.9828 1 0.846 0.6055 0.3036 0.0144 0.2526 0.4335 0.4918 0.5409 0.5961 0.5248 0.3777 0.2369 0.172 0.1878 0.325 0.2575 0.2423 0.2706 0.2323 0.1724 0.1457 0.1175 0.0868 0.0392 0.0131 0.0092 0.0078 0.0071 0.0081 0.0034 0.0064 0.0037 0.0036 0.0012 0.0037 Mine
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166 0.0221 0.0065 0.0164 0.0487 0.0519 0.0849 0.0812 0.1833 0.2228 0.181 0.2549 0.2984 0.2624 0.1893 0.0668 0.2666 0.4274 0.6291 0.7782 0.7686 0.8099 0.8493 0.944 0.945 0.9655 0.8045 0.4969 0.396 0.3856 0.5574 0.7309 0.8549 0.9425 0.8726 0.6673 0.4694 0.1546 0.1748 0.3607 0.5208 0.5177 0.3702 0.224 0.0816 0.0395 0.0785 0.1052 0.1034 0.0764 0.0216 0.0167 0.0089 0.0051 0.0015 0.0075 0.0058 0.0016 0.007 0.0074 0.0038 Mine
167 0.0411 0.0277 0.0604 0.0525 0.0489 0.0385 0.0611 0.1117 0.1237 0.23 0.137 0.1335 0.2137 0.1526 0.0775 0.1196 0.0903 0.0689 0.2071 0.2975 0.2836 0.3353 0.3622 0.3202 0.3452 0.3562 0.3892 0.6622 0.9254 1 0.8528 0.6297 0.525 0.4012 0.2901 0.2007 0.3356 0.4799 0.6147 0.6246 0.4973 0.3492 0.2662 0.3137 0.4282 0.4262 0.3511 0.2458 0.1259 0.0327 0.0181 0.0217 0.0038 0.0019 0.0065 0.0132 0.0108 0.005 0.0085 0.0044 Mine
168 0.0137 0.0297 0.0116 0.0082 0.0241 0.0253 0.0279 0.013 0.0489 0.0874 0.11 0.1084 0.1094 0.1023 0.0601 0.0906 0.1313 0.2758 0.366 0.5269 0.581 0.6181 0.5875 0.4639 0.5424 0.7367 0.9089 1 0.8247 0.5441 0.3349 0.0877 0.16 0.4169 0.6576 0.739 0.7963 0.7493 0.6795 0.4713 0.2355 0.1704 0.2728 0.4016 0.4125 0.347 0.2739 0.179 0.0922 0.0276 0.0169 0.0081 0.004 0.0025 0.0036 0.0058 0.0067 0.0035 0.0043 0.0033 Mine
169 0.0015 0.0186 0.0289 0.0195 0.0515 0.0817 0.1005 0.0124 0.1168 0.1476 0.2118 0.2575 0.2354 0.1334 0.0092 0.1951 0.3685 0.4646 0.5418 0.626 0.742 0.8257 0.8609 0.84 0.8949 0.9945 1 0.9649 0.8747 0.6257 0.2184 0.2945 0.3645 0.5012 0.7843 0.9361 0.8195 0.6207 0.4513 0.3004 0.2674 0.2241 0.3141 0.3693 0.2986 0.2226 0.0849 0.0359 0.0289 0.0122 0.0045 0.0108 0.0075 0.0089 0.0036 0.0029 0.0013 0.001 0.0032 0.0047 Mine
170 0.013 0.012 0.0436 0.0624 0.0428 0.0349 0.0384 0.0446 0.1318 0.1375 0.2026 0.2389 0.2112 0.1444 0.0742 0.1533 0.3052 0.4116 0.5466 0.5933 0.6663 0.7333 0.7136 0.7014 0.7758 0.9137 0.9964 1 0.8881 0.6585 0.2707 0.1746 0.2709 0.4853 0.7184 0.8209 0.7536 0.6496 0.4708 0.3482 0.3508 0.3181 0.3524 0.3659 0.2846 0.1714 0.0694 0.0303 0.0292 0.0116 0.0024 0.0084 0.01 0.0018 0.0035 0.0058 0.0011 0.0009 0.0033 0.0026 Mine
171 0.0134 0.0172 0.0178 0.0363 0.0444 0.0744 0.08 0.0456 0.0368 0.125 0.2405 0.2325 0.2523 0.1472 0.0669 0.11 0.2353 0.3282 0.4416 0.5167 0.6508 0.7793 0.7978 0.7786 0.8587 0.9321 0.9454 0.8645 0.722 0.485 0.1357 0.2951 0.4715 0.6036 0.8083 0.987 0.88 0.6411 0.4276 0.2702 0.2642 0.3342 0.4335 0.4542 0.396 0.2525 0.1084 0.0372 0.0286 0.0099 0.0046 0.0094 0.0048 0.0047 0.0016 0.0008 0.0042 0.0024 0.0027 0.0041 Mine
172 0.0179 0.0136 0.0408 0.0633 0.0596 0.0808 0.209 0.3465 0.5276 0.5965 0.6254 0.4507 0.3693 0.2864 0.1635 0.0422 0.1785 0.4394 0.695 0.8097 0.855 0.8717 0.8601 0.9201 0.8729 0.8084 0.8694 0.8411 0.5793 0.3754 0.3485 0.4639 0.6495 0.6901 0.5666 0.5188 0.506 0.3885 0.3762 0.3738 0.2605 0.1591 0.1875 0.2267 0.1577 0.1211 0.0883 0.085 0.0355 0.0219 0.0086 0.0123 0.006 0.0187 0.0111 0.0126 0.0081 0.0155 0.016 0.0085 Mine
173 0.018 0.0444 0.0476 0.0698 0.1615 0.0887 0.0596 0.1071 0.3175 0.2918 0.3273 0.3035 0.3033 0.2587 0.1682 0.1308 0.2803 0.4519 0.6641 0.7683 0.696 0.4393 0.2432 0.2886 0.4974 0.8172 1 0.9238 0.8519 0.7722 0.5772 0.519 0.6824 0.622 0.5054 0.3578 0.3809 0.3813 0.3359 0.2771 0.3648 0.3834 0.3453 0.2096 0.1031 0.0798 0.0701 0.0526 0.0241 0.0117 0.0122 0.0122 0.0114 0.0098 0.0027 0.0025 0.0026 0.005 0.0073 0.0022 Mine
174 0.0329 0.0216 0.0386 0.0627 0.1158 0.1482 0.2054 0.1605 0.2532 0.2672 0.3056 0.3161 0.2314 0.2067 0.1804 0.2808 0.4423 0.5947 0.6601 0.5844 0.4539 0.4789 0.5646 0.5281 0.7115 1 0.9564 0.609 0.5112 0.4 0.0482 0.1852 0.2186 0.1436 0.1757 0.1428 0.1644 0.3089 0.3648 0.4441 0.3859 0.2813 0.1238 0.0953 0.1201 0.0825 0.0618 0.0141 0.0108 0.0124 0.0104 0.0095 0.0151 0.0059 0.0015 0.0053 0.0016 0.0042 0.0053 0.0074 Mine
175 0.0191 0.0173 0.0291 0.0301 0.0463 0.069 0.0576 0.1103 0.2423 0.3134 0.4786 0.5239 0.4393 0.344 0.2869 0.3889 0.442 0.3892 0.4088 0.5006 0.7271 0.9385 1 0.9831 0.9932 0.9161 0.8237 0.6957 0.4536 0.3281 0.2522 0.3964 0.4154 0.3308 0.1445 0.1923 0.3208 0.3367 0.5683 0.5505 0.3231 0.0448 0.3131 0.3387 0.413 0.3639 0.2069 0.0859 0.06 0.0267 0.0125 0.004 0.0136 0.0137 0.0172 0.0132 0.011 0.0122 0.0114 0.0068 Mine
176 0.0294 0.0123 0.0117 0.0113 0.0497 0.0998 0.1326 0.1117 0.2984 0.3473 0.4231 0.5044 0.5237 0.4398 0.3236 0.2956 0.3286 0.3231 0.4528 0.6339 0.7044 0.8314 0.8449 0.8512 0.9138 0.9985 1 0.7544 0.4661 0.3924 0.3849 0.4674 0.4245 0.3095 0.0752 0.2885 0.4072 0.317 0.2863 0.2634 0.0541 0.1874 0.3459 0.4646 0.4366 0.2581 0.1319 0.0505 0.0112 0.0059 0.0041 0.0056 0.0104 0.0079 0.0014 0.0054 0.0015 0.0006 0.0081 0.0043 Mine
177 0.0635 0.0709 0.0453 0.0333 0.0185 0.126 0.1015 0.1918 0.3362 0.39 0.4674 0.5632 0.5506 0.4343 0.3052 0.3492 0.3975 0.3875 0.528 0.7198 0.7702 0.8562 0.8688 0.9236 1 0.9662 0.9822 0.736 0.4158 0.2918 0.328 0.369 0.345 0.2863 0.0864 0.3724 0.4649 0.3488 0.1817 0.1142 0.122 0.2621 0.4461 0.4726 0.3263 0.1423 0.039 0.0406 0.0311 0.0086 0.0154 0.0048 0.0025 0.0087 0.0072 0.0095 0.0086 0.0085 0.004 0.0051 Mine
178 0.0201 0.0165 0.0344 0.033 0.0397 0.0443 0.0684 0.0903 0.1739 0.2571 0.2931 0.3108 0.3603 0.3002 0.2718 0.2007 0.1801 0.2234 0.3568 0.5492 0.7209 0.8318 0.8864 0.952 0.9637 1 0.9673 0.8664 0.7896 0.6345 0.5351 0.4056 0.2563 0.2894 0.3588 0.4296 0.4773 0.4516 0.3765 0.3051 0.1921 0.1184 0.1984 0.157 0.066 0.1294 0.0797 0.0052 0.0233 0.0152 0.0125 0.0054 0.0057 0.0137 0.0109 0.0035 0.0056 0.0105 0.0082 0.0036 Mine
179 0.0197 0.0394 0.0384 0.0076 0.0251 0.0629 0.0747 0.0578 0.1357 0.1695 0.1734 0.247 0.3141 0.3297 0.2759 0.2056 0.1162 0.1884 0.339 0.3926 0.4282 0.5418 0.6448 0.7223 0.7853 0.7984 0.8847 0.9582 0.899 0.6831 0.6108 0.548 0.5058 0.4476 0.2401 0.1405 0.1772 0.1742 0.3326 0.4021 0.3009 0.2075 0.1206 0.0255 0.0298 0.0691 0.0781 0.0777 0.0369 0.0057 0.0091 0.0134 0.0097 0.0042 0.0058 0.0072 0.0041 0.0045 0.0047 0.0054 Mine
180 0.0394 0.042 0.0446 0.0551 0.0597 0.1416 0.0956 0.0802 0.1618 0.2558 0.3078 0.3404 0.34 0.3951 0.3352 0.2252 0.2086 0.2248 0.3382 0.4578 0.6474 0.6708 0.7007 0.7619 0.7745 0.6767 0.7373 0.7834 0.9619 1 0.8086 0.5558 0.5409 0.4988 0.3108 0.2897 0.2244 0.096 0.2287 0.3228 0.3454 0.3882 0.324 0.0926 0.1173 0.0566 0.0766 0.0969 0.0588 0.005 0.0118 0.0146 0.004 0.0114 0.0032 0.0062 0.0101 0.0068 0.0053 0.0087 Mine
181 0.031 0.0221 0.0433 0.0191 0.0964 0.1827 0.1106 0.1702 0.2804 0.4432 0.5222 0.5611 0.5379 0.4048 0.2245 0.1784 0.2297 0.272 0.5209 0.6898 0.8202 0.878 0.76 0.7616 0.7152 0.7288 0.8686 0.9509 0.8348 0.573 0.4363 0.4289 0.424 0.3156 0.1287 0.1477 0.2062 0.24 0.5173 0.5168 0.1491 0.2407 0.3415 0.4494 0.4624 0.2001 0.0775 0.1232 0.0783 0.0089 0.0249 0.0204 0.0059 0.0053 0.0079 0.0037 0.0015 0.0056 0.0067 0.0054 Mine
182 0.0423 0.0321 0.0709 0.0108 0.107 0.0973 0.0961 0.1323 0.2462 0.2696 0.3412 0.4292 0.3682 0.394 0.2965 0.3172 0.2825 0.305 0.2408 0.542 0.6802 0.632 0.5824 0.6805 0.5984 0.8412 0.9911 0.9187 0.8005 0.6713 0.5632 0.7332 0.6038 0.2575 0.0349 0.1799 0.3039 0.476 0.5756 0.4254 0.5046 0.7179 0.6163 0.5663 0.5749 0.3593 0.2526 0.2299 0.1271 0.0356 0.0367 0.0176 0.0035 0.0093 0.0121 0.0075 0.0056 0.0021 0.0043 0.0017 Mine
183 0.0095 0.0308 0.0539 0.0411 0.0613 0.1039 0.1016 0.1394 0.2592 0.3745 0.4229 0.4499 0.5404 0.4303 0.3333 0.3496 0.3426 0.2851 0.4062 0.6833 0.765 0.667 0.5703 0.5995 0.6484 0.8614 0.9819 0.938 0.8435 0.6074 0.5403 0.689 0.5977 0.3244 0.0516 0.3157 0.359 0.3881 0.5716 0.4314 0.3051 0.4393 0.4302 0.4831 0.5084 0.1952 0.1539 0.2037 0.1054 0.0251 0.0357 0.0181 0.0019 0.0102 0.0133 0.004 0.0042 0.003 0.0031 0.0033 Mine
184 0.0096 0.0404 0.0682 0.0688 0.0887 0.0932 0.0955 0.214 0.2546 0.2952 0.4025 0.5148 0.4901 0.4127 0.3575 0.3447 0.3068 0.2945 0.4351 0.7264 0.8147 0.8103 0.6665 0.6958 0.7748 0.8688 1 0.9941 0.8793 0.6482 0.5876 0.6408 0.4972 0.2755 0.03 0.3356 0.3167 0.4133 0.6281 0.4977 0.2613 0.4697 0.4806 0.4921 0.5294 0.2216 0.1401 0.1888 0.0947 0.0134 0.031 0.0237 0.0078 0.0144 0.017 0.0012 0.0109 0.0036 0.0043 0.0018 Mine
185 0.0269 0.0383 0.0505 0.0707 0.1313 0.2103 0.2263 0.2524 0.3595 0.5915 0.6675 0.5679 0.5175 0.3334 0.2002 0.2856 0.2937 0.3424 0.5949 0.7526 0.8959 0.8147 0.7109 0.7378 0.7201 0.8254 0.8917 0.982 0.8179 0.4848 0.3203 0.2775 0.2382 0.2911 0.1675 0.3156 0.1869 0.3391 0.5993 0.4124 0.1181 0.3651 0.4655 0.4777 0.3517 0.092 0.1227 0.1785 0.1085 0.03 0.0346 0.0167 0.0199 0.0145 0.0081 0.0045 0.0043 0.0027 0.0055 0.0057 Mine
186 0.034 0.0625 0.0381 0.0257 0.0441 0.1027 0.1287 0.185 0.2647 0.4117 0.5245 0.5341 0.5554 0.3915 0.295 0.3075 0.3021 0.2719 0.5443 0.7932 0.8751 0.8667 0.7107 0.6911 0.7287 0.8792 1 0.9816 0.8984 0.6048 0.4934 0.5371 0.4586 0.2908 0.0774 0.2249 0.1602 0.3958 0.6117 0.5196 0.2321 0.437 0.3797 0.4322 0.4892 0.1901 0.094 0.1364 0.0906 0.0144 0.0329 0.0141 0.0019 0.0067 0.0099 0.0042 0.0057 0.0051 0.0033 0.0058 Mine
187 0.0209 0.0191 0.0411 0.0321 0.0698 0.1579 0.1438 0.1402 0.3048 0.3914 0.3504 0.3669 0.3943 0.3311 0.3331 0.3002 0.2324 0.1381 0.345 0.4428 0.489 0.3677 0.4379 0.4864 0.6207 0.7256 0.6624 0.7689 0.7981 0.8577 0.9273 0.7009 0.4851 0.3409 0.1406 0.1147 0.1433 0.182 0.3605 0.5529 0.5988 0.5077 0.5512 0.5027 0.7034 0.5904 0.4069 0.2761 0.1584 0.051 0.0054 0.0078 0.0201 0.0104 0.0039 0.0031 0.0062 0.0087 0.007 0.0042 Mine
188 0.0368 0.0279 0.0103 0.0566 0.0759 0.0679 0.097 0.1473 0.2164 0.2544 0.2936 0.2935 0.2657 0.3187 0.2794 0.2534 0.198 0.1929 0.2826 0.3245 0.3504 0.3324 0.4217 0.4774 0.4808 0.6325 0.8334 0.9458 1 0.8425 0.5524 0.4795 0.52 0.3968 0.194 0.1519 0.201 0.1736 0.1029 0.2244 0.3717 0.4449 0.3939 0.203 0.201 0.2187 0.184 0.1477 0.0971 0.0224 0.0151 0.0105 0.0024 0.0018 0.0057 0.0092 0.0009 0.0086 0.011 0.0052 Mine
189 0.0089 0.0274 0.0248 0.0237 0.0224 0.0845 0.1488 0.1224 0.1569 0.2119 0.3003 0.3094 0.2743 0.2547 0.187 0.1452 0.1457 0.2429 0.3259 0.3679 0.3355 0.31 0.3914 0.528 0.6409 0.7707 0.8754 1 0.9806 0.6969 0.4973 0.502 0.5359 0.3842 0.1848 0.1149 0.157 0.1311 0.1583 0.2631 0.3103 0.4512 0.3785 0.1269 0.1459 0.1092 0.1485 0.1385 0.0716 0.0176 0.0199 0.0096 0.0103 0.0093 0.0025 0.0044 0.0021 0.0069 0.006 0.0018 Mine
190 0.0158 0.0239 0.015 0.0494 0.0988 0.1425 0.1463 0.1219 0.1697 0.1923 0.2361 0.2719 0.3049 0.2986 0.2226 0.1745 0.2459 0.31 0.3572 0.4283 0.4268 0.3735 0.4585 0.6094 0.7221 0.7595 0.8706 1 0.9815 0.7187 0.5848 0.4192 0.3756 0.3263 0.1944 0.1394 0.167 0.1275 0.1666 0.2574 0.2258 0.2777 0.1613 0.1335 0.1976 0.1234 0.1554 0.1057 0.049 0.0097 0.0223 0.0121 0.0108 0.0057 0.0028 0.0079 0.0034 0.0046 0.0022 0.0021 Mine
191 0.0156 0.021 0.0282 0.0596 0.0462 0.0779 0.1365 0.078 0.1038 0.1567 0.2476 0.2783 0.2896 0.2956 0.3189 0.1892 0.173 0.2226 0.2427 0.3149 0.4102 0.3808 0.4896 0.6292 0.7519 0.7985 0.883 0.9915 0.9223 0.6981 0.6167 0.5069 0.3921 0.3524 0.2183 0.1245 0.1592 0.1626 0.2356 0.2483 0.2437 0.2715 0.1184 0.1157 0.1449 0.1883 0.1954 0.1492 0.0511 0.0155 0.0189 0.015 0.006 0.0082 0.0091 0.0038 0.0056 0.0056 0.0048 0.0024 Mine
192 0.0315 0.0252 0.0167 0.0479 0.0902 0.1057 0.1024 0.1209 0.1241 0.1533 0.2128 0.2536 0.2686 0.2803 0.1886 0.1485 0.216 0.2417 0.2989 0.3341 0.3786 0.3956 0.5232 0.6913 0.7868 0.8337 0.9199 1 0.899 0.6456 0.5967 0.4355 0.2997 0.2294 0.1866 0.0922 0.1829 0.1743 0.2452 0.2407 0.2518 0.3184 0.1685 0.0675 0.1186 0.1833 0.1878 0.1114 0.031 0.0143 0.0138 0.0108 0.0062 0.0044 0.0072 0.0007 0.0054 0.0035 0.0001 0.0055 Mine
193 0.0056 0.0267 0.0221 0.0561 0.0936 0.1146 0.0706 0.0996 0.1673 0.1859 0.2481 0.2712 0.2934 0.2637 0.188 0.1405 0.2028 0.2613 0.2778 0.3346 0.383 0.4003 0.5114 0.686 0.749 0.7843 0.9021 1 0.8888 0.6511 0.6083 0.4463 0.2948 0.1729 0.1488 0.0801 0.177 0.1382 0.2404 0.2046 0.197 0.2778 0.1377 0.0685 0.0664 0.1665 0.1807 0.1245 0.0516 0.0044 0.0185 0.0072 0.0055 0.0074 0.0068 0.0084 0.0037 0.0024 0.0034 0.0007 Mine
194 0.0203 0.0121 0.038 0.0128 0.0537 0.0874 0.1021 0.0852 0.1136 0.1747 0.2198 0.2721 0.2105 0.1727 0.204 0.1786 0.1318 0.226 0.2358 0.3107 0.3906 0.3631 0.4809 0.6531 0.7812 0.8395 0.918 0.9769 0.8937 0.7022 0.65 0.5069 0.3903 0.3009 0.1565 0.0985 0.22 0.2243 0.2736 0.2152 0.2438 0.3154 0.2112 0.0991 0.0594 0.194 0.1937 0.1082 0.0336 0.0177 0.0209 0.0134 0.0094 0.0047 0.0045 0.0042 0.0028 0.0036 0.0013 0.0016 Mine
195 0.0392 0.0108 0.0267 0.0257 0.041 0.0491 0.1053 0.169 0.2105 0.2471 0.268 0.3049 0.2863 0.2294 0.1165 0.2127 0.2062 0.2222 0.3241 0.433 0.5071 0.5944 0.7078 0.7641 0.8878 0.9711 0.988 0.9812 0.9464 0.8542 0.6457 0.3397 0.3828 0.3204 0.1331 0.044 0.1234 0.203 0.1652 0.1043 0.1066 0.211 0.2417 0.1631 0.0769 0.0723 0.0912 0.0812 0.0496 0.0101 0.0089 0.0083 0.008 0.0026 0.0079 0.0042 0.0071 0.0044 0.0022 0.0014 Mine
196 0.0129 0.0141 0.0309 0.0375 0.0767 0.0787 0.0662 0.1108 0.1777 0.2245 0.2431 0.3134 0.3206 0.2917 0.2249 0.2347 0.2143 0.2939 0.4898 0.6127 0.7531 0.7718 0.7432 0.8673 0.9308 0.9836 1 0.9595 0.8722 0.6862 0.4901 0.328 0.3115 0.1969 0.1019 0.0317 0.0756 0.0907 0.1066 0.138 0.0665 0.1475 0.247 0.2788 0.2709 0.2283 0.1818 0.1185 0.0546 0.0219 0.0204 0.0124 0.0093 0.0072 0.0019 0.0027 0.0054 0.0017 0.0024 0.0029 Mine
197 0.005 0.0017 0.027 0.045 0.0958 0.083 0.0879 0.122 0.1977 0.2282 0.2521 0.3484 0.3309 0.2614 0.1782 0.2055 0.2298 0.3545 0.6218 0.7265 0.8346 0.8268 0.8366 0.9408 0.951 0.9801 0.9974 1 0.9036 0.6409 0.3857 0.2908 0.204 0.1653 0.1769 0.114 0.074 0.0941 0.0621 0.0426 0.0572 0.1068 0.1909 0.2229 0.2203 0.2265 0.1766 0.1097 0.0558 0.0142 0.0281 0.0165 0.0056 0.001 0.0027 0.0062 0.0024 0.0063 0.0017 0.0028 Mine
198 0.0366 0.0421 0.0504 0.025 0.0596 0.0252 0.0958 0.0991 0.1419 0.1847 0.2222 0.2648 0.2508 0.2291 0.1555 0.1863 0.2387 0.3345 0.5233 0.6684 0.7766 0.7928 0.794 0.9129 0.9498 0.9835 1 0.9471 0.8237 0.6252 0.4181 0.3209 0.2658 0.2196 0.1588 0.0561 0.0948 0.17 0.1215 0.1282 0.0386 0.1329 0.2331 0.2468 0.196 0.1985 0.157 0.0921 0.0549 0.0194 0.0166 0.0132 0.0027 0.0022 0.0059 0.0016 0.0025 0.0017 0.0027 0.0027 Mine
199 0.0238 0.0318 0.0422 0.0399 0.0788 0.0766 0.0881 0.1143 0.1594 0.2048 0.2652 0.31 0.2381 0.1918 0.143 0.1735 0.1781 0.2852 0.5036 0.6166 0.7616 0.8125 0.7793 0.8788 0.8813 0.947 1 0.9739 0.8446 0.6151 0.4302 0.3165 0.2869 0.2017 0.1206 0.0271 0.058 0.1262 0.1072 0.1082 0.036 0.1197 0.2061 0.2054 0.1878 0.2047 0.1716 0.1069 0.0477 0.017 0.0186 0.0096 0.0071 0.0084 0.0038 0.0026 0.0028 0.0013 0.0035 0.006 Mine
200 0.0116 0.0744 0.0367 0.0225 0.0076 0.0545 0.111 0.1069 0.1708 0.2271 0.3171 0.2882 0.2657 0.2307 0.1889 0.1791 0.2298 0.3715 0.6223 0.726 0.7934 0.8045 0.8067 0.9173 0.9327 0.9562 1 0.9818 0.8684 0.6381 0.3997 0.3242 0.2835 0.2413 0.2321 0.126 0.0693 0.0701 0.1439 0.1475 0.0438 0.0469 0.1476 0.1742 0.1555 0.1651 0.1181 0.072 0.0321 0.0056 0.0202 0.0141 0.0103 0.01 0.0034 0.0026 0.0037 0.0044 0.0057 0.0035 Mine
201 0.0131 0.0387 0.0329 0.0078 0.0721 0.1341 0.1626 0.1902 0.261 0.3193 0.3468 0.3738 0.3055 0.1926 0.1385 0.2122 0.2758 0.4576 0.6487 0.7154 0.801 0.7924 0.8793 1 0.9865 0.9474 0.9474 0.9315 0.8326 0.6213 0.3772 0.2822 0.2042 0.219 0.2223 0.1327 0.0521 0.0618 0.1416 0.146 0.0846 0.1055 0.1639 0.1916 0.2085 0.2335 0.1964 0.13 0.0633 0.0183 0.0137 0.015 0.0076 0.0032 0.0037 0.0071 0.004 0.0009 0.0015 0.0085 Mine
202 0.0335 0.0258 0.0398 0.057 0.0529 0.1091 0.1709 0.1684 0.1865 0.266 0.3188 0.3553 0.3116 0.1965 0.178 0.2794 0.287 0.3969 0.5599 0.6936 0.7969 0.7452 0.8203 0.9261 0.881 0.8814 0.9301 0.9955 0.8576 0.6069 0.3934 0.2464 0.1645 0.114 0.0956 0.008 0.0702 0.0936 0.0894 0.1127 0.0873 0.102 0.1964 0.2256 0.1814 0.2012 0.1688 0.1037 0.0501 0.0136 0.013 0.012 0.0039 0.0053 0.0062 0.0046 0.0045 0.0022 0.0005 0.0031 Mine
203 0.0272 0.0378 0.0488 0.0848 0.1127 0.1103 0.1349 0.2337 0.3113 0.3997 0.3941 0.3309 0.2926 0.176 0.1739 0.2043 0.2088 0.2678 0.2434 0.1839 0.2802 0.6172 0.8015 0.8313 0.844 0.8494 0.9168 1 0.7896 0.5371 0.6472 0.6505 0.4959 0.2175 0.099 0.0434 0.1708 0.1979 0.188 0.1108 0.1702 0.0585 0.0638 0.1391 0.0638 0.0581 0.0641 0.1044 0.0732 0.0275 0.0146 0.0091 0.0045 0.0043 0.0043 0.0098 0.0054 0.0051 0.0065 0.0103 Mine
204 0.0187 0.0346 0.0168 0.0177 0.0393 0.163 0.2028 0.1694 0.2328 0.2684 0.3108 0.2933 0.2275 0.0994 0.1801 0.22 0.2732 0.2862 0.2034 0.174 0.413 0.6879 0.812 0.8453 0.8919 0.93 0.9987 1 0.8104 0.6199 0.6041 0.5547 0.416 0.1472 0.0849 0.0608 0.0969 0.1411 0.1676 0.12 0.1201 0.1036 0.1977 0.1339 0.0902 0.1085 0.1521 0.1363 0.0858 0.029 0.0203 0.0116 0.0098 0.0199 0.0033 0.0101 0.0065 0.0115 0.0193 0.0157 Mine
205 0.0323 0.0101 0.0298 0.0564 0.076 0.0958 0.099 0.1018 0.103 0.2154 0.3085 0.3425 0.299 0.1402 0.1235 0.1534 0.1901 0.2429 0.212 0.2395 0.3272 0.5949 0.8302 0.9045 0.9888 0.9912 0.9448 1 0.9092 0.7412 0.7691 0.7117 0.5304 0.2131 0.0928 0.1297 0.1159 0.1226 0.1768 0.0345 0.1562 0.0824 0.1149 0.1694 0.0954 0.008 0.079 0.1255 0.0647 0.0179 0.0051 0.0061 0.0093 0.0135 0.0063 0.0063 0.0034 0.0032 0.0062 0.0067 Mine
206 0.0522 0.0437 0.018 0.0292 0.0351 0.1171 0.1257 0.1178 0.1258 0.2529 0.2716 0.2374 0.1878 0.0983 0.0683 0.1503 0.1723 0.2339 0.1962 0.1395 0.3164 0.5888 0.7631 0.8473 0.9424 0.9986 0.9699 1 0.863 0.6979 0.7717 0.7305 0.5197 0.1786 0.1098 0.1446 0.1066 0.144 0.1929 0.0325 0.149 0.0328 0.0537 0.1309 0.091 0.0757 0.1059 0.1005 0.0535 0.0235 0.0155 0.016 0.0029 0.0051 0.0062 0.0089 0.014 0.0138 0.0077 0.0031 Mine
207 0.0303 0.0353 0.049 0.0608 0.0167 0.1354 0.1465 0.1123 0.1945 0.2354 0.2898 0.2812 0.1578 0.0273 0.0673 0.1444 0.207 0.2645 0.2828 0.4293 0.5685 0.699 0.7246 0.7622 0.9242 1 0.9979 0.8297 0.7032 0.7141 0.6893 0.4961 0.2584 0.0969 0.0776 0.0364 0.1572 0.1823 0.1349 0.0849 0.0492 0.1367 0.1552 0.1548 0.1319 0.0985 0.1258 0.0954 0.0489 0.0241 0.0042 0.0086 0.0046 0.0126 0.0036 0.0035 0.0034 0.0079 0.0036 0.0048 Mine
208 0.026 0.0363 0.0136 0.0272 0.0214 0.0338 0.0655 0.14 0.1843 0.2354 0.272 0.2442 0.1665 0.0336 0.1302 0.1708 0.2177 0.3175 0.3714 0.4552 0.57 0.7397 0.8062 0.8837 0.9432 1 0.9375 0.7603 0.7123 0.8358 0.7622 0.4567 0.1715 0.1549 0.1641 0.1869 0.2655 0.1713 0.0959 0.0768 0.0847 0.2076 0.2505 0.1862 0.1439 0.147 0.0991 0.0041 0.0154 0.0116 0.0181 0.0146 0.0129 0.0047 0.0039 0.0061 0.004 0.0036 0.0061 0.0115 Mine

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commenting_code_model/testing_random_forest_model.py
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# Using this tutorial : From scratch: https://machinelearningmastery.com/implement-random-forest-scratch-python/
# Explanation on decision trees & random forest: https://pad.constantvzw.org/p/anais_berck_frart_Meise_random_forest
# Random Forest Algorithm on Sonar Dataset
from random import seed
from random import randrange
from csv import reader
from math import sqrt
import json
# Load a CSV file
def load_csv(filename):
dataset = list()
with open(filename, 'r') as file:
csv_reader = reader(file)
for row in csv_reader:
if not row:
continue
dataset.append(row)
return dataset
# Convert string column to float - original dataset is in string format
def str_column_to_float(dataset, column):
for row in dataset:
row[column] = float(row[column].strip())
# Convert string column to integer / transforms classes 'mine' and 'rock' into 1 and 2
def str_column_to_int(dataset, column):
# extracts values of the classes of the dataset: array of all the mine, rock
class_values = [row[column] for row in dataset]
# it transforms array into a set of 2 strings, mine and rock
unique = set(class_values)
# create dictionary
lookup = dict()
# loops through the set and creates dictionary with key (value: rock or mine) and the value is a number
# destruct tuple by using enumerate with 2 variables i, value - useful if you want to get indexes from a list
for i, value in enumerate(unique):
lookup[value] = i
# loops through rows of dataset, replaces the name of class by number/index value
for row in dataset:
row[column] = lookup[row[column]]
# code returns lookup table
return lookup
# Split a dataset into k folds
def cross_validation_split(dataset, n_folds):
# creates list
dataset_split = list()
# copies the dataset (which is a list) using the list function
dataset_copy = list(dataset)
# size of the fold = length of dataset / amount of folds (ex. 5)
fold_size = int(len(dataset) / n_folds)
# loops through list of numbers from 0 up to 4
for i in range(n_folds):
fold = list()
# as long as length of list is inferior to defined fold size
while len(fold) < fold_size:
# generates random integer between 0 and total length of dataset
index = randrange(len(dataset_copy))
# pop removes element from list and returns the value, adds value to fold
fold.append(dataset_copy.pop(index))
# adds fold to list of folds, each fold has different observations
dataset_split.append(fold)
print("dataset_split:", dataset_split)
return dataset_split
# Calculate accuracy percentage
def accuracy_metric(actual, predicted):
correct = 0
# loops through index list which has length of actual classes
for i in range(len(actual)):
# compares values on same positions in list of actual classes with list of predicted classes
if actual[i] == predicted[i]:
# adds one to correct variable to count number of correct guesses
correct += 1
# gives percentage by dividing correct guesses by length of actual classes divided by 100
return correct / float(len(actual)) * 100.0
# Evaluate an algorithm using a cross validation split
def evaluate_algorithm(dataset, algorithm, n_folds, *args):
# split dataset in n folds
folds = cross_validation_split(dataset, n_folds)
# creates list called scores
scores = list()
for fold in folds:
# creates copy of dataset_split, list of lists
train_set = list(folds)
# removes 1 fold for testing
train_set.remove(fold)
# concatenates all lists of remaining folds into 1 list
train_set = sum(train_set, [])
# creates a list called test_set
test_set = list()
# iterates through test data
for row in fold:
# makes copy of the row
row_copy = list(row)
# appends copy to a new list called test set
test_set.append(row_copy)
# changes last element in the row, which is the class, to remove the number and set it to None
row_copy[-1] = None
# he specifies randomforest as an algorithm, which is also a function; this line is
# generating the model based on trainset, makes prediction of classes for testset
predicted = algorithm(train_set, test_set, *args)
# list comprehension: gives list of actual classes in fold
actual = [row[-1] for row in fold]
# compares actual classes to predicted classes to give idea of accuracy of function
accuracy = accuracy_metric(actual, predicted)
# creates a list of scores based on comparison
scores.append(accuracy)
return scores
# --------
# Split a dataset based on a feature and a feature value defined in build tree
# just trying many times, benefitting from speed of computer
def test_split(index, value, dataset):
left, right = list(), list()
for row in dataset:
# compares set value to all values in that column, if it is smaller, it goes to the left
# he goes for each value through all dataset again
if row[index] < value:
left.append(row)
# comparing the set value to itself, then it goes to the right
else:
right.append(row)
return left, right
# Calculate the Gini index for a split dataset, using left/right og test split as groups
# cfr calculating wealth distribution: https://en.wikipedia.org/wiki/Gini_coefficient
def gini_index(groups, classes):
# count all samples at split point (the dataset), converts it in a float in order to do divisions
n_instances = float(sum([len(group) for group in groups]))
# sum weighted Gini index for each group
gini = 0.0
for group in groups:
size = float(len(group))
# avoid divide by zero
if size == 0:
continue
score = 0.0
# score the group based on the score for each class
# count number of instances for current class in the group and divide by total size of the group
for class_val in classes:
# outcome lies always between 0 and 1
# for each row it takes the class value and counts how many times the set class value appears, divided by size of the group
p = [row[-1] for row in group].count(class_val) / size
# multiply makes it exponentially smaller; you amplify the badness of the score
score += p * p
# weight the group score by its relative size (size of group divided by total size of dataset)
gini += (1.0 - score) * (size / n_instances)
return gini
# Select the best split point for a dataset
def get_split(dataset, n_features):
# takes last element of each row (class) and returns it as a row, as it is a set, it has only 2 values
class_values = list(set(row[-1] for row in dataset))
# assigning values to variables
b_index, b_value, b_score, b_groups = 999, 999, 999, None
# creates list called features
features = list()
# as long as features list is not as long as square root of total dataset
while len(features) < n_features:
# creates number between 0 and nr of colums (- class)
index = randrange(len(dataset[0])-1)
# add column value if not present yet in features, creates only the index with name of the column
if index not in features:
features.append(index)
# for each column name in list features:
for index in features:
for row in dataset:
# take split point, loops through all the points, selecting 1 feature
groups = test_split(index, row[index], dataset)
# calculates how 'pure' the split is, whether it gives 2 groups that correspond to 2 classes
gini = gini_index(groups, class_values)
# the lower the score is, the better / keep the best score
# you keep reference to current best option
if gini < b_score:
b_index, b_value, b_score, b_groups = index, row[index], gini, groups
# returns a dictionary
return {'index':b_index, 'value':b_value, 'groups':b_groups}
# Create a terminal node value = node at end of the tree = end leaf
def to_terminal(group):
# returns list of classes of group
outcomes = [row[-1] for row in group]
# selects most popular class; list of outcomes is reduced to 0 or 1; key counts the amount of times 0 or 1 occurs
# selects class based on calculating how many times the class occurs
return max(set(outcomes), key=outcomes.count)
# Create child splits for a node or make terminals/end leafs
# recursive function, it calls itself
# node is dictionary returned by get_split (b_index, b_value, b_groups)
def split(node, max_depth, min_size, n_features, depth):
left, right = node['groups']
del(node['groups'])
# check for a no split
# if one of the groups is empty: left and right are both becoming a number with most popular class of the list
# decision is prediction whether sample is class 0 or 1
if not left or not right:
node['left'] = node['right'] = to_terminal(left + right)
return
# check for max depth / how many levels of nodes you want to have
if depth >= max_depth:
node['left'], node['right'] = to_terminal(left), to_terminal(right)
return
# process left child
# if length of left group is smaller or equal to 1
if len(left) <= min_size:
# it creates an end leaf
node['left'] = to_terminal(left)
else:
# it tries again to find best split for the reduced group that is at left of the tree at that moment
node['left'] = get_split(left, n_features)
split(node['left'], max_depth, min_size, n_features, depth+1)
# process right child
if len(right) <= min_size:
node['right'] = to_terminal(right)
else:
node['right'] = get_split(right, n_features)
# it tries again to find best split for the reduced group that is at right of the tree at that moment
split(node['right'], max_depth, min_size, n_features, depth+1)
# return no value because functions are working on the same dictionaries
# Build a decision tree
def build_tree(train, max_depth, min_size, n_features):
# root of decision tree is defined by dictionary of index, value, 2 groups (left/right of the split)
root = get_split(train, n_features)
split(root, max_depth, min_size, n_features, 1)
#root is a Node
# Node: {index: int, value: float, left: Node|TerminalNode, right: Node|TerminalNode}
# TerminalNode: {index: int, value: float, left: int(class), right: int (class)}
return root
# Make a prediction with a decision tree
# recursive function as well
def predict(node, row):
# node index = column feature, it looks up value for this feature for this row in dataset
# compare feature value of row you're checking with feature value of node
if row[node['index']] < node['value']:
# is it node?
if isinstance(node['left'], dict):
# recursive function at the left
return predict(node['left'], row)
else:
# creates final leaf at the left
return node['left']
else:
# is it node?
if isinstance(node['right'], dict):
# recursive function at the right
return predict(node['right'], row)
else:
# creates final leaf at the left
return node['right']
# Create a random subsample from the dataset with replacement, ratio is called sample_size further on
# This is called BOOTSTRAPPING: build new datasets from the original data, with the same number of rows
# with replacement: after selecting the row we put it back into the data, so it can be selected twice or more
def subsample(dataset, ratio):
sample = list()
# if it is smaller than 1, not all dataset is taken as sample - he uses the full dataset
n_sample = round(len(dataset) * ratio)
while len(sample) < n_sample:
index = randrange(len(dataset))
sample.append(dataset[index])
return sample
# Make a prediction with a list of bagged trees
def bagging_predict(trees, row):
# asks the forest to predict class for every row in the test data, this gives list of votes
predictions = [predict(tree, row) for tree in trees]
# it calculates amount of votes for each class, returns most popular class as prediction
return max(set(predictions), key=predictions.count)
# Random Forest Algorithm
def random_forest(train, test, max_depth, min_size, sample_size, n_trees, n_features):
trees = list()
for i in range(n_trees):
sample = subsample(train, sample_size)
# building a tree / root is dictionary with index, value, left/right)
tree = build_tree(sample, max_depth, min_size, n_features)
trees.append(tree)
with open('random_forest_model.json', 'w') as outfile:
json.dump(trees, outfile, indent = 6)
# prediction using one of the folds we separated in the beginning, forest votes on every row of test data
predictions = [bagging_predict(trees, row) for row in test]
# returns votes/predictions of the forest
return(predictions)
# --------------------------------------
# Test the random forest algorithm
seed(2)
# load and prepare data
# filename = 'sonar_csv.csv'
filename = 'iris_data.csv'
dataset = load_csv(filename)
#print(dataset)
# convert string attributes to integers
for i in range(0, len(dataset[0])-1):
str_column_to_float(dataset, i)
# convert class column to integers
#lookup = str_column_to_int(dataset, len(dataset[0])-1)
#print(lookup)
# evaluate algorithm
# specifies amounts of subsets for training (-1 for testing)
n_folds = 5
max_depth = 10
min_size = 1
sample_size = 1.0
# it specifies the size of the subset of features for the folds, where the size is close to the square root of the total number of features
n_features = int(sqrt(len(dataset[0])-1))
# it tries forest of 1 tree, 5 trees, 10 trees
for n_trees in [1, 5, 10]:
scores = evaluate_algorithm(dataset, random_forest, n_folds, max_depth, min_size, sample_size, n_trees, n_features)
print('Trees: %d' % n_trees)
print('Scores: %s' % scores)
print('Mean Accuracy: %.3f%%' % (sum(scores)/float(len(scores))))
#### Note: you also need F1-score & confusion matrix!
#### https://towardsdatascience.com/metrics-to-evaluate-your-machine-learning-algorithm-f10ba6e38234
#### how to use this model now?
#### pickle trees
#### use: unpickle trees + bagging_predict with new data
with open('random_forest_model.json', 'r') as infile:
trees = json.load(infile)
prediction = bagging_predict(trees, dataset[23])
# this gives a number, you have to reorganise model to get back the string of the class
print(prediction)
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