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Solve IML task 1a

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David Doebel
2026-03-11 21:34:43 +01:00
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y,x1,x2,x3,x4,x5,x6,x7,x8,x9,x10,x11,x12,x13
22.6,0.06724,0.0,3.24,0.0,0.46,6.333,17.2,5.2146,4.0,430.0,16.9,375.21,7.34
50.0,9.2323,0.0,18.1,0.0,0.631,6.216,100.0,1.1691,24.0,666.0,20.2,366.15,9.53
23.0,0.11425,0.0,13.89,1.0,0.55,6.373,92.4,3.3633,5.0,276.0,16.4,393.74,10.5
8.3,24.8017,0.0,18.1,0.0,0.693,5.349,96.0,1.7028,24.0,666.0,20.2,396.9,19.77
21.2,0.05646,0.0,12.83,0.0,0.437,6.232,53.7,5.0141,5.0,398.0,18.7,386.4,12.34
19.9,0.62739,0.0,8.14,0.0,0.538,5.834,56.5,4.4986,4.0,307.0,21.0,395.62,8.47
20.6,4.83567,0.0,18.1,0.0,0.583,5.905,53.2,3.1523,24.0,666.0,20.2,388.22,11.45
18.7,0.06151,0.0,5.19,0.0,0.515,5.968,58.5,4.8122,5.0,224.0,20.2,396.9,9.29
16.1,2.63548,0.0,9.9,0.0,0.544,4.973,37.8,2.5194,4.0,304.0,18.4,350.45,12.64
18.6,0.22876,0.0,8.56,0.0,0.52,6.405,85.4,2.7147,5.0,384.0,20.9,70.8,10.63
8.8,73.5341,0.0,18.1,0.0,0.679,5.957,100.0,1.8026,24.0,666.0,20.2,16.45,20.62
17.2,14.0507,0.0,18.1,0.0,0.597,6.657,100.0,1.5275,24.0,666.0,20.2,35.05,21.22
14.9,6.28807,0.0,18.1,0.0,0.74,6.341,96.4,2.072,24.0,666.0,20.2,318.01,17.79
10.5,24.3938,0.0,18.1,0.0,0.7,4.652,100.0,1.4672,24.0,666.0,20.2,396.9,28.28
50.0,1.83377,0.0,19.58,1.0,0.605,7.802,98.2,2.0407,5.0,403.0,14.7,389.61,1.92
29.0,0.05561,70.0,2.24,0.0,0.4,7.041,10.0,7.8278,5.0,358.0,14.8,371.58,4.74
23.0,5.82401,0.0,18.1,0.0,0.532,6.242,64.7,3.4242,24.0,666.0,20.2,396.9,10.74
33.3,0.04011,80.0,1.52,0.0,0.404,7.287,34.1,7.309,2.0,329.0,12.6,396.9,4.08
29.4,0.06664,0.0,4.05,0.0,0.51,6.546,33.1,3.1323,5.0,296.0,16.6,390.96,5.33
21.0,0.08014,0.0,5.96,0.0,0.499,5.85,41.5,3.9342,5.0,279.0,19.2,396.9,8.77
23.8,0.1676,0.0,7.38,0.0,0.493,6.426,52.3,4.5404,5.0,287.0,19.6,396.9,7.2
19.1,2.3139,0.0,19.58,0.0,0.605,5.88,97.3,2.3887,5.0,403.0,14.7,348.13,12.03
20.4,0.13117,0.0,8.56,0.0,0.52,6.127,85.2,2.1224,5.0,384.0,20.9,387.69,14.09
29.1,0.07978,40.0,6.41,0.0,0.447,6.482,32.1,4.1403,4.0,254.0,17.6,396.9,7.19
19.3,0.17142,0.0,6.91,0.0,0.448,5.682,33.8,5.1004,3.0,233.0,17.9,396.9,10.21
23.1,13.5222,0.0,18.1,0.0,0.631,3.863,100.0,1.5106,24.0,666.0,20.2,131.42,13.33
19.6,0.85204,0.0,8.14,0.0,0.538,5.965,89.2,4.0123,4.0,307.0,21.0,392.53,13.83
19.4,2.14918,0.0,19.58,0.0,0.871,5.709,98.5,1.6232,5.0,403.0,14.7,261.95,15.79
38.7,0.12083,0.0,2.89,0.0,0.445,8.069,76.0,3.4952,2.0,276.0,18.0,396.9,4.21
18.7,0.22212,0.0,10.01,0.0,0.547,6.092,95.4,2.548,6.0,432.0,17.8,396.9,17.09
14.6,10.233,0.0,18.1,0.0,0.614,6.185,96.7,2.1705,24.0,666.0,20.2,379.7,18.03
20.0,6.80117,0.0,18.1,0.0,0.713,6.081,84.4,2.7175,24.0,666.0,20.2,396.9,14.7
20.5,0.19657,22.0,5.86,0.0,0.431,6.226,79.2,8.0555,7.0,330.0,19.1,376.14,10.15
20.1,0.10612,30.0,4.93,0.0,0.428,6.095,65.1,6.3361,6.0,300.0,16.6,394.62,12.4
23.6,0.09178,0.0,4.05,0.0,0.51,6.416,84.1,2.6463,5.0,296.0,16.6,395.5,9.04
16.8,4.22239,0.0,18.1,1.0,0.77,5.803,89.0,1.9047,24.0,666.0,20.2,353.04,14.64
5.6,25.0461,0.0,18.1,0.0,0.693,5.987,100.0,1.5888,24.0,666.0,20.2,396.9,26.77
50.0,8.26725,0.0,18.1,1.0,0.668,5.875,89.6,1.1296,24.0,666.0,20.2,347.88,8.88
14.5,8.49213,0.0,18.1,0.0,0.584,6.348,86.1,2.0527,24.0,666.0,20.2,83.45,17.64
13.3,6.39312,0.0,18.1,0.0,0.584,6.162,97.4,2.206,24.0,666.0,20.2,302.76,24.1
23.9,0.08265,0.0,13.92,0.0,0.437,6.127,18.4,5.5027,4.0,289.0,16.0,396.9,8.58
20.0,0.18836,0.0,6.91,0.0,0.448,5.786,33.3,5.1004,3.0,233.0,17.9,396.9,14.15
19.8,0.04544,0.0,3.24,0.0,0.46,6.144,32.2,5.8736,4.0,430.0,16.9,368.57,9.09
13.8,8.05579,0.0,18.1,0.0,0.584,5.427,95.4,2.4298,24.0,666.0,20.2,352.58,18.14
16.5,0.02498,0.0,1.89,0.0,0.518,6.54,59.7,6.2669,1.0,422.0,15.9,389.96,8.65
21.6,0.02731,0.0,7.07,0.0,0.469,6.421,78.9,4.9671,2.0,242.0,17.8,396.9,9.14
20.3,0.14103,0.0,13.92,0.0,0.437,5.79,58.0,6.32,4.0,289.0,16.0,396.9,15.84
17.0,1.41385,0.0,19.58,1.0,0.871,6.129,96.0,1.7494,5.0,403.0,14.7,321.02,15.12
11.8,2.77974,0.0,19.58,0.0,0.871,4.903,97.8,1.3459,5.0,403.0,14.7,396.9,29.29
27.5,0.14866,0.0,8.56,0.0,0.52,6.727,79.9,2.7778,5.0,384.0,20.9,394.76,9.42
15.6,3.53501,0.0,19.58,1.0,0.871,6.152,82.6,1.7455,5.0,403.0,14.7,88.01,15.02
23.1,0.17899,0.0,9.69,0.0,0.585,5.67,28.8,2.7986,6.0,391.0,19.2,393.29,17.6
24.3,0.537,0.0,6.2,0.0,0.504,5.981,68.1,3.6715,8.0,307.0,17.4,378.35,11.65
42.8,0.36894,22.0,5.86,0.0,0.431,8.259,8.4,8.9067,7.0,330.0,19.1,396.9,3.54
15.6,0.97617,0.0,21.89,0.0,0.624,5.757,98.4,2.346,4.0,437.0,21.2,262.76,17.31
21.7,0.09378,12.5,7.87,0.0,0.524,5.889,39.0,5.4509,5.0,311.0,15.2,390.5,15.71
17.1,0.05023,35.0,6.06,0.0,0.4379,5.706,28.4,6.6407,1.0,304.0,16.9,394.02,12.43
17.2,0.06162,0.0,4.39,0.0,0.442,5.898,52.3,8.0136,3.0,352.0,18.8,364.61,12.67
15.0,51.1358,0.0,18.1,0.0,0.597,5.757,100.0,1.413,24.0,666.0,20.2,2.6,10.11
21.7,0.17446,0.0,10.59,1.0,0.489,5.96,92.1,3.8771,4.0,277.0,18.6,393.25,17.27
18.6,0.07244,60.0,1.69,0.0,0.411,5.884,18.5,10.7103,4.0,411.0,18.3,392.33,7.79
21.0,0.47547,0.0,9.9,0.0,0.544,6.113,58.8,4.0019,4.0,304.0,18.4,396.23,12.73
33.1,0.1,34.0,6.09,0.0,0.433,6.982,17.7,5.4917,7.0,329.0,16.1,390.43,4.86
31.5,0.44178,0.0,6.2,0.0,0.504,6.552,21.4,3.3751,8.0,307.0,17.4,380.34,3.76
20.1,13.0751,0.0,18.1,0.0,0.58,5.713,56.7,2.8237,24.0,666.0,20.2,396.9,14.76
29.8,0.12579,45.0,3.44,0.0,0.437,6.556,29.1,4.5667,5.0,398.0,15.2,382.84,4.56
15.2,5.44114,0.0,18.1,0.0,0.713,6.655,98.2,2.3552,24.0,666.0,20.2,355.29,17.73
15.0,0.22489,12.5,7.87,0.0,0.524,6.377,94.3,6.3467,5.0,311.0,15.2,392.52,20.45
27.5,14.4383,0.0,18.1,0.0,0.597,6.852,100.0,1.4655,24.0,666.0,20.2,179.36,19.78
22.6,0.13642,0.0,10.59,0.0,0.489,5.891,22.3,3.9454,4.0,277.0,18.6,396.9,10.87
20.0,0.10153,0.0,12.83,0.0,0.437,6.279,74.5,4.0522,5.0,398.0,18.7,373.66,11.97
21.4,0.09512,0.0,12.83,0.0,0.437,6.286,45.0,4.5026,5.0,398.0,18.7,383.23,8.94
23.5,0.03584,80.0,3.37,0.0,0.398,6.29,17.8,6.6115,4.0,337.0,16.1,396.9,4.67
31.2,0.03049,55.0,3.78,0.0,0.484,6.874,28.1,6.4654,5.0,370.0,17.6,387.97,4.61
23.7,5.70818,0.0,18.1,0.0,0.532,6.75,74.9,3.3317,24.0,666.0,20.2,393.07,7.74
7.4,22.5971,0.0,18.1,0.0,0.7,5.0,89.5,1.5184,24.0,666.0,20.2,396.9,31.99
48.3,0.33147,0.0,6.2,0.0,0.507,8.247,70.4,3.6519,8.0,307.0,17.4,378.95,3.95
24.4,0.22969,0.0,10.59,0.0,0.489,6.326,52.5,4.3549,4.0,277.0,18.6,394.87,10.97
22.6,0.04684,0.0,3.41,0.0,0.489,6.417,66.1,3.0923,2.0,270.0,17.8,392.18,8.81
18.3,0.26838,0.0,9.69,0.0,0.585,5.794,70.6,2.8927,6.0,391.0,19.2,396.9,14.1
23.3,0.09252,30.0,4.93,0.0,0.428,6.606,42.2,6.1899,6.0,300.0,16.6,383.78,7.37
17.1,0.35233,0.0,21.89,0.0,0.624,6.454,98.4,1.8498,4.0,437.0,21.2,394.08,14.59
27.9,11.9511,0.0,18.1,0.0,0.659,5.608,100.0,1.2852,24.0,666.0,20.2,332.09,12.13
44.8,0.31533,0.0,6.2,0.0,0.504,8.266,78.3,2.8944,8.0,307.0,17.4,385.05,4.14
50.0,0.52693,0.0,6.2,0.0,0.504,8.725,83.0,2.8944,8.0,307.0,17.4,382.0,4.63
23.0,0.30347,0.0,7.38,0.0,0.493,6.312,28.9,5.4159,5.0,287.0,19.6,396.9,6.15
21.4,0.11504,0.0,2.89,0.0,0.445,6.163,69.6,3.4952,2.0,276.0,18.0,391.83,11.34
10.2,12.2472,0.0,18.1,0.0,0.584,5.837,59.7,1.9976,24.0,666.0,20.2,24.65,15.69
23.3,1.42502,0.0,19.58,0.0,0.871,6.51,100.0,1.7659,5.0,403.0,14.7,364.31,7.39
23.2,5.29305,0.0,18.1,0.0,0.7,6.051,82.5,2.1678,24.0,666.0,20.2,378.38,18.76
18.9,0.0136,75.0,4.0,0.0,0.41,5.888,47.6,7.3197,3.0,469.0,21.1,396.9,14.8
13.4,11.1604,0.0,18.1,0.0,0.74,6.629,94.6,2.1247,24.0,666.0,20.2,109.85,23.27
21.9,0.04819,80.0,3.64,0.0,0.392,6.108,32.0,9.2203,1.0,315.0,16.4,392.89,6.57
24.8,0.04417,70.0,2.24,0.0,0.4,6.871,47.4,7.8278,5.0,358.0,14.8,390.86,6.07
11.9,0.04741,0.0,11.93,0.0,0.573,6.03,80.8,2.505,1.0,273.0,21.0,396.9,7.88
24.3,0.33983,22.0,5.86,0.0,0.431,6.108,34.9,8.0555,7.0,330.0,19.1,390.18,9.16
13.8,18.4982,0.0,18.1,0.0,0.668,4.138,100.0,1.137,24.0,666.0,20.2,396.9,37.97
24.7,0.02055,85.0,0.74,0.0,0.41,6.383,35.7,9.1876,2.0,313.0,17.3,396.9,5.77
14.1,4.75237,0.0,18.1,0.0,0.713,6.525,86.5,2.4358,24.0,666.0,20.2,50.92,18.13
18.7,0.14932,25.0,5.13,0.0,0.453,5.741,66.2,7.2254,8.0,284.0,19.7,395.11,13.15
28.1,0.14052,0.0,10.59,0.0,0.489,6.375,32.3,3.9454,4.0,277.0,18.6,385.81,9.38
19.8,0.12802,0.0,8.56,0.0,0.52,6.474,97.1,2.4329,5.0,384.0,20.9,395.24,12.27
26.7,0.35809,0.0,6.2,1.0,0.507,6.951,88.5,2.8617,8.0,307.0,17.4,391.7,9.71
21.7,0.15876,0.0,10.81,0.0,0.413,5.961,17.5,5.2873,4.0,305.0,19.2,376.94,9.88
22.0,0.11329,30.0,4.93,0.0,0.428,6.897,54.3,6.3361,6.0,300.0,16.6,391.25,11.38
22.9,0.08829,12.5,7.87,0.0,0.524,6.012,66.6,5.5605,5.0,311.0,15.2,395.6,12.43
10.4,25.9406,0.0,18.1,0.0,0.679,5.304,89.1,1.6475,24.0,666.0,20.2,127.36,26.64
21.9,3.69695,0.0,18.1,0.0,0.718,4.963,91.4,1.7523,24.0,666.0,20.2,316.03,14.0
20.6,0.04527,0.0,11.93,0.0,0.573,6.12,76.7,2.2875,1.0,273.0,21.0,396.9,9.08
26.4,0.09266,34.0,6.09,0.0,0.433,6.495,18.4,5.4917,7.0,329.0,16.1,383.61,8.67
41.3,1.22358,0.0,19.58,0.0,0.605,6.943,97.4,1.8773,5.0,403.0,14.7,363.43,4.59
17.2,7.40389,0.0,18.1,0.0,0.597,5.617,97.9,1.4547,24.0,666.0,20.2,314.64,26.4
27.1,0.14455,12.5,7.87,0.0,0.524,6.172,96.1,5.9505,5.0,311.0,15.2,396.9,19.15
20.4,0.13058,0.0,10.01,0.0,0.547,5.872,73.1,2.4775,6.0,432.0,17.8,338.63,15.37
16.5,0.21124,12.5,7.87,0.0,0.524,5.631,100.0,6.0821,5.0,311.0,15.2,386.63,29.93
24.4,0.13587,0.0,10.59,1.0,0.489,6.064,59.1,4.2392,4.0,277.0,18.6,381.32,14.66
8.4,13.6781,0.0,18.1,0.0,0.74,5.935,87.9,1.8206,24.0,666.0,20.2,68.95,34.02
23.0,0.59005,0.0,21.89,0.0,0.624,6.372,97.9,2.3274,4.0,437.0,21.2,385.76,11.12
9.7,11.5779,0.0,18.1,0.0,0.7,5.036,97.0,1.77,24.0,666.0,20.2,396.9,25.68
50.0,0.01501,90.0,1.21,1.0,0.401,7.923,24.8,5.885,1.0,198.0,13.6,395.52,3.16
30.5,0.06911,45.0,3.44,0.0,0.437,6.739,30.8,6.4798,5.0,398.0,15.2,389.71,4.69
12.3,7.99248,0.0,18.1,0.0,0.7,5.52,100.0,1.5331,24.0,666.0,20.2,396.9,24.56
19.4,0.21977,0.0,6.91,0.0,0.448,5.602,62.0,6.0877,3.0,233.0,17.9,396.9,16.2
21.2,0.23912,0.0,9.69,0.0,0.585,6.019,65.3,2.4091,6.0,391.0,19.2,396.9,12.92
20.3,0.3494,0.0,9.9,0.0,0.544,5.972,76.7,3.1025,4.0,304.0,18.4,396.24,9.97
18.8,0.09849,0.0,25.65,0.0,0.581,5.879,95.8,2.0063,2.0,188.0,19.1,379.38,17.58
33.4,0.07503,33.0,2.18,0.0,0.472,7.42,71.9,3.0992,7.0,222.0,18.4,396.9,6.47
18.5,0.19133,22.0,5.86,0.0,0.431,5.605,70.2,7.9549,7.0,330.0,19.1,389.13,18.46
19.6,0.10328,25.0,5.13,0.0,0.453,5.927,47.2,6.932,8.0,284.0,19.7,396.9,9.22
33.2,0.10469,40.0,6.41,1.0,0.447,7.267,49.0,4.7872,4.0,254.0,17.6,389.25,6.05
13.1,8.71675,0.0,18.1,0.0,0.693,6.471,98.8,1.7257,24.0,666.0,20.2,391.98,17.12
7.5,10.8342,0.0,18.1,0.0,0.679,6.782,90.8,1.8195,24.0,666.0,20.2,21.57,25.79
13.6,0.10574,0.0,27.74,0.0,0.609,5.983,98.8,1.8681,4.0,711.0,20.1,390.11,18.07
17.4,1.20742,0.0,19.58,0.0,0.605,5.875,94.6,2.4259,5.0,403.0,14.7,292.29,14.43
8.4,11.8123,0.0,18.1,0.0,0.718,6.824,76.5,1.794,24.0,666.0,20.2,48.45,22.74
35.4,0.01311,90.0,1.22,0.0,0.403,7.249,21.9,8.6966,5.0,226.0,17.9,395.93,4.81
24.0,0.33045,0.0,6.2,0.0,0.507,6.086,61.5,3.6519,8.0,307.0,17.4,376.75,10.88
13.4,3.32105,0.0,19.58,1.0,0.871,5.403,100.0,1.3216,5.0,403.0,14.7,396.9,26.82
26.2,0.19073,22.0,5.86,0.0,0.431,6.718,17.5,7.8265,7.0,330.0,19.1,393.74,6.56
7.2,18.0846,0.0,18.1,0.0,0.679,6.434,100.0,1.8347,24.0,666.0,20.2,27.25,29.05
13.1,23.6482,0.0,18.1,0.0,0.671,6.38,96.2,1.3861,24.0,666.0,20.2,396.9,23.69
24.5,0.27957,0.0,9.69,0.0,0.585,5.926,42.6,2.3817,6.0,391.0,19.2,396.9,13.59
37.2,0.0578,0.0,2.46,0.0,0.488,6.98,58.4,2.829,3.0,193.0,17.8,396.9,5.04
25.0,0.0536,21.0,5.64,0.0,0.439,6.511,21.1,6.8147,4.0,243.0,16.8,396.9,5.28
24.1,0.07896,0.0,12.83,0.0,0.437,6.273,6.0,4.2515,5.0,398.0,18.7,394.92,6.78
16.6,0.67191,0.0,8.14,0.0,0.538,5.813,90.3,4.682,4.0,307.0,21.0,376.88,14.81
32.9,0.01778,95.0,1.47,0.0,0.403,7.135,13.9,7.6534,3.0,402.0,17.0,384.3,4.45
36.2,0.06905,0.0,2.18,0.0,0.458,7.147,54.2,6.0622,3.0,222.0,18.7,396.9,5.33
11.0,7.36711,0.0,18.1,0.0,0.679,6.193,78.1,1.9356,24.0,666.0,20.2,96.73,21.52
7.2,16.8118,0.0,18.1,0.0,0.7,5.277,98.1,1.4261,24.0,666.0,20.2,396.9,30.81
1 y x1 x2 x3 x4 x5 x6 x7 x8 x9 x10 x11 x12 x13
2 22.6 0.06724 0.0 3.24 0.0 0.46 6.333 17.2 5.2146 4.0 430.0 16.9 375.21 7.34
3 50.0 9.2323 0.0 18.1 0.0 0.631 6.216 100.0 1.1691 24.0 666.0 20.2 366.15 9.53
4 23.0 0.11425 0.0 13.89 1.0 0.55 6.373 92.4 3.3633 5.0 276.0 16.4 393.74 10.5
5 8.3 24.8017 0.0 18.1 0.0 0.693 5.349 96.0 1.7028 24.0 666.0 20.2 396.9 19.77
6 21.2 0.05646 0.0 12.83 0.0 0.437 6.232 53.7 5.0141 5.0 398.0 18.7 386.4 12.34
7 19.9 0.62739 0.0 8.14 0.0 0.538 5.834 56.5 4.4986 4.0 307.0 21.0 395.62 8.47
8 20.6 4.83567 0.0 18.1 0.0 0.583 5.905 53.2 3.1523 24.0 666.0 20.2 388.22 11.45
9 18.7 0.06151 0.0 5.19 0.0 0.515 5.968 58.5 4.8122 5.0 224.0 20.2 396.9 9.29
10 16.1 2.63548 0.0 9.9 0.0 0.544 4.973 37.8 2.5194 4.0 304.0 18.4 350.45 12.64
11 18.6 0.22876 0.0 8.56 0.0 0.52 6.405 85.4 2.7147 5.0 384.0 20.9 70.8 10.63
12 8.8 73.5341 0.0 18.1 0.0 0.679 5.957 100.0 1.8026 24.0 666.0 20.2 16.45 20.62
13 17.2 14.0507 0.0 18.1 0.0 0.597 6.657 100.0 1.5275 24.0 666.0 20.2 35.05 21.22
14 14.9 6.28807 0.0 18.1 0.0 0.74 6.341 96.4 2.072 24.0 666.0 20.2 318.01 17.79
15 10.5 24.3938 0.0 18.1 0.0 0.7 4.652 100.0 1.4672 24.0 666.0 20.2 396.9 28.28
16 50.0 1.83377 0.0 19.58 1.0 0.605 7.802 98.2 2.0407 5.0 403.0 14.7 389.61 1.92
17 29.0 0.05561 70.0 2.24 0.0 0.4 7.041 10.0 7.8278 5.0 358.0 14.8 371.58 4.74
18 23.0 5.82401 0.0 18.1 0.0 0.532 6.242 64.7 3.4242 24.0 666.0 20.2 396.9 10.74
19 33.3 0.04011 80.0 1.52 0.0 0.404 7.287 34.1 7.309 2.0 329.0 12.6 396.9 4.08
20 29.4 0.06664 0.0 4.05 0.0 0.51 6.546 33.1 3.1323 5.0 296.0 16.6 390.96 5.33
21 21.0 0.08014 0.0 5.96 0.0 0.499 5.85 41.5 3.9342 5.0 279.0 19.2 396.9 8.77
22 23.8 0.1676 0.0 7.38 0.0 0.493 6.426 52.3 4.5404 5.0 287.0 19.6 396.9 7.2
23 19.1 2.3139 0.0 19.58 0.0 0.605 5.88 97.3 2.3887 5.0 403.0 14.7 348.13 12.03
24 20.4 0.13117 0.0 8.56 0.0 0.52 6.127 85.2 2.1224 5.0 384.0 20.9 387.69 14.09
25 29.1 0.07978 40.0 6.41 0.0 0.447 6.482 32.1 4.1403 4.0 254.0 17.6 396.9 7.19
26 19.3 0.17142 0.0 6.91 0.0 0.448 5.682 33.8 5.1004 3.0 233.0 17.9 396.9 10.21
27 23.1 13.5222 0.0 18.1 0.0 0.631 3.863 100.0 1.5106 24.0 666.0 20.2 131.42 13.33
28 19.6 0.85204 0.0 8.14 0.0 0.538 5.965 89.2 4.0123 4.0 307.0 21.0 392.53 13.83
29 19.4 2.14918 0.0 19.58 0.0 0.871 5.709 98.5 1.6232 5.0 403.0 14.7 261.95 15.79
30 38.7 0.12083 0.0 2.89 0.0 0.445 8.069 76.0 3.4952 2.0 276.0 18.0 396.9 4.21
31 18.7 0.22212 0.0 10.01 0.0 0.547 6.092 95.4 2.548 6.0 432.0 17.8 396.9 17.09
32 14.6 10.233 0.0 18.1 0.0 0.614 6.185 96.7 2.1705 24.0 666.0 20.2 379.7 18.03
33 20.0 6.80117 0.0 18.1 0.0 0.713 6.081 84.4 2.7175 24.0 666.0 20.2 396.9 14.7
34 20.5 0.19657 22.0 5.86 0.0 0.431 6.226 79.2 8.0555 7.0 330.0 19.1 376.14 10.15
35 20.1 0.10612 30.0 4.93 0.0 0.428 6.095 65.1 6.3361 6.0 300.0 16.6 394.62 12.4
36 23.6 0.09178 0.0 4.05 0.0 0.51 6.416 84.1 2.6463 5.0 296.0 16.6 395.5 9.04
37 16.8 4.22239 0.0 18.1 1.0 0.77 5.803 89.0 1.9047 24.0 666.0 20.2 353.04 14.64
38 5.6 25.0461 0.0 18.1 0.0 0.693 5.987 100.0 1.5888 24.0 666.0 20.2 396.9 26.77
39 50.0 8.26725 0.0 18.1 1.0 0.668 5.875 89.6 1.1296 24.0 666.0 20.2 347.88 8.88
40 14.5 8.49213 0.0 18.1 0.0 0.584 6.348 86.1 2.0527 24.0 666.0 20.2 83.45 17.64
41 13.3 6.39312 0.0 18.1 0.0 0.584 6.162 97.4 2.206 24.0 666.0 20.2 302.76 24.1
42 23.9 0.08265 0.0 13.92 0.0 0.437 6.127 18.4 5.5027 4.0 289.0 16.0 396.9 8.58
43 20.0 0.18836 0.0 6.91 0.0 0.448 5.786 33.3 5.1004 3.0 233.0 17.9 396.9 14.15
44 19.8 0.04544 0.0 3.24 0.0 0.46 6.144 32.2 5.8736 4.0 430.0 16.9 368.57 9.09
45 13.8 8.05579 0.0 18.1 0.0 0.584 5.427 95.4 2.4298 24.0 666.0 20.2 352.58 18.14
46 16.5 0.02498 0.0 1.89 0.0 0.518 6.54 59.7 6.2669 1.0 422.0 15.9 389.96 8.65
47 21.6 0.02731 0.0 7.07 0.0 0.469 6.421 78.9 4.9671 2.0 242.0 17.8 396.9 9.14
48 20.3 0.14103 0.0 13.92 0.0 0.437 5.79 58.0 6.32 4.0 289.0 16.0 396.9 15.84
49 17.0 1.41385 0.0 19.58 1.0 0.871 6.129 96.0 1.7494 5.0 403.0 14.7 321.02 15.12
50 11.8 2.77974 0.0 19.58 0.0 0.871 4.903 97.8 1.3459 5.0 403.0 14.7 396.9 29.29
51 27.5 0.14866 0.0 8.56 0.0 0.52 6.727 79.9 2.7778 5.0 384.0 20.9 394.76 9.42
52 15.6 3.53501 0.0 19.58 1.0 0.871 6.152 82.6 1.7455 5.0 403.0 14.7 88.01 15.02
53 23.1 0.17899 0.0 9.69 0.0 0.585 5.67 28.8 2.7986 6.0 391.0 19.2 393.29 17.6
54 24.3 0.537 0.0 6.2 0.0 0.504 5.981 68.1 3.6715 8.0 307.0 17.4 378.35 11.65
55 42.8 0.36894 22.0 5.86 0.0 0.431 8.259 8.4 8.9067 7.0 330.0 19.1 396.9 3.54
56 15.6 0.97617 0.0 21.89 0.0 0.624 5.757 98.4 2.346 4.0 437.0 21.2 262.76 17.31
57 21.7 0.09378 12.5 7.87 0.0 0.524 5.889 39.0 5.4509 5.0 311.0 15.2 390.5 15.71
58 17.1 0.05023 35.0 6.06 0.0 0.4379 5.706 28.4 6.6407 1.0 304.0 16.9 394.02 12.43
59 17.2 0.06162 0.0 4.39 0.0 0.442 5.898 52.3 8.0136 3.0 352.0 18.8 364.61 12.67
60 15.0 51.1358 0.0 18.1 0.0 0.597 5.757 100.0 1.413 24.0 666.0 20.2 2.6 10.11
61 21.7 0.17446 0.0 10.59 1.0 0.489 5.96 92.1 3.8771 4.0 277.0 18.6 393.25 17.27
62 18.6 0.07244 60.0 1.69 0.0 0.411 5.884 18.5 10.7103 4.0 411.0 18.3 392.33 7.79
63 21.0 0.47547 0.0 9.9 0.0 0.544 6.113 58.8 4.0019 4.0 304.0 18.4 396.23 12.73
64 33.1 0.1 34.0 6.09 0.0 0.433 6.982 17.7 5.4917 7.0 329.0 16.1 390.43 4.86
65 31.5 0.44178 0.0 6.2 0.0 0.504 6.552 21.4 3.3751 8.0 307.0 17.4 380.34 3.76
66 20.1 13.0751 0.0 18.1 0.0 0.58 5.713 56.7 2.8237 24.0 666.0 20.2 396.9 14.76
67 29.8 0.12579 45.0 3.44 0.0 0.437 6.556 29.1 4.5667 5.0 398.0 15.2 382.84 4.56
68 15.2 5.44114 0.0 18.1 0.0 0.713 6.655 98.2 2.3552 24.0 666.0 20.2 355.29 17.73
69 15.0 0.22489 12.5 7.87 0.0 0.524 6.377 94.3 6.3467 5.0 311.0 15.2 392.52 20.45
70 27.5 14.4383 0.0 18.1 0.0 0.597 6.852 100.0 1.4655 24.0 666.0 20.2 179.36 19.78
71 22.6 0.13642 0.0 10.59 0.0 0.489 5.891 22.3 3.9454 4.0 277.0 18.6 396.9 10.87
72 20.0 0.10153 0.0 12.83 0.0 0.437 6.279 74.5 4.0522 5.0 398.0 18.7 373.66 11.97
73 21.4 0.09512 0.0 12.83 0.0 0.437 6.286 45.0 4.5026 5.0 398.0 18.7 383.23 8.94
74 23.5 0.03584 80.0 3.37 0.0 0.398 6.29 17.8 6.6115 4.0 337.0 16.1 396.9 4.67
75 31.2 0.03049 55.0 3.78 0.0 0.484 6.874 28.1 6.4654 5.0 370.0 17.6 387.97 4.61
76 23.7 5.70818 0.0 18.1 0.0 0.532 6.75 74.9 3.3317 24.0 666.0 20.2 393.07 7.74
77 7.4 22.5971 0.0 18.1 0.0 0.7 5.0 89.5 1.5184 24.0 666.0 20.2 396.9 31.99
78 48.3 0.33147 0.0 6.2 0.0 0.507 8.247 70.4 3.6519 8.0 307.0 17.4 378.95 3.95
79 24.4 0.22969 0.0 10.59 0.0 0.489 6.326 52.5 4.3549 4.0 277.0 18.6 394.87 10.97
80 22.6 0.04684 0.0 3.41 0.0 0.489 6.417 66.1 3.0923 2.0 270.0 17.8 392.18 8.81
81 18.3 0.26838 0.0 9.69 0.0 0.585 5.794 70.6 2.8927 6.0 391.0 19.2 396.9 14.1
82 23.3 0.09252 30.0 4.93 0.0 0.428 6.606 42.2 6.1899 6.0 300.0 16.6 383.78 7.37
83 17.1 0.35233 0.0 21.89 0.0 0.624 6.454 98.4 1.8498 4.0 437.0 21.2 394.08 14.59
84 27.9 11.9511 0.0 18.1 0.0 0.659 5.608 100.0 1.2852 24.0 666.0 20.2 332.09 12.13
85 44.8 0.31533 0.0 6.2 0.0 0.504 8.266 78.3 2.8944 8.0 307.0 17.4 385.05 4.14
86 50.0 0.52693 0.0 6.2 0.0 0.504 8.725 83.0 2.8944 8.0 307.0 17.4 382.0 4.63
87 23.0 0.30347 0.0 7.38 0.0 0.493 6.312 28.9 5.4159 5.0 287.0 19.6 396.9 6.15
88 21.4 0.11504 0.0 2.89 0.0 0.445 6.163 69.6 3.4952 2.0 276.0 18.0 391.83 11.34
89 10.2 12.2472 0.0 18.1 0.0 0.584 5.837 59.7 1.9976 24.0 666.0 20.2 24.65 15.69
90 23.3 1.42502 0.0 19.58 0.0 0.871 6.51 100.0 1.7659 5.0 403.0 14.7 364.31 7.39
91 23.2 5.29305 0.0 18.1 0.0 0.7 6.051 82.5 2.1678 24.0 666.0 20.2 378.38 18.76
92 18.9 0.0136 75.0 4.0 0.0 0.41 5.888 47.6 7.3197 3.0 469.0 21.1 396.9 14.8
93 13.4 11.1604 0.0 18.1 0.0 0.74 6.629 94.6 2.1247 24.0 666.0 20.2 109.85 23.27
94 21.9 0.04819 80.0 3.64 0.0 0.392 6.108 32.0 9.2203 1.0 315.0 16.4 392.89 6.57
95 24.8 0.04417 70.0 2.24 0.0 0.4 6.871 47.4 7.8278 5.0 358.0 14.8 390.86 6.07
96 11.9 0.04741 0.0 11.93 0.0 0.573 6.03 80.8 2.505 1.0 273.0 21.0 396.9 7.88
97 24.3 0.33983 22.0 5.86 0.0 0.431 6.108 34.9 8.0555 7.0 330.0 19.1 390.18 9.16
98 13.8 18.4982 0.0 18.1 0.0 0.668 4.138 100.0 1.137 24.0 666.0 20.2 396.9 37.97
99 24.7 0.02055 85.0 0.74 0.0 0.41 6.383 35.7 9.1876 2.0 313.0 17.3 396.9 5.77
100 14.1 4.75237 0.0 18.1 0.0 0.713 6.525 86.5 2.4358 24.0 666.0 20.2 50.92 18.13
101 18.7 0.14932 25.0 5.13 0.0 0.453 5.741 66.2 7.2254 8.0 284.0 19.7 395.11 13.15
102 28.1 0.14052 0.0 10.59 0.0 0.489 6.375 32.3 3.9454 4.0 277.0 18.6 385.81 9.38
103 19.8 0.12802 0.0 8.56 0.0 0.52 6.474 97.1 2.4329 5.0 384.0 20.9 395.24 12.27
104 26.7 0.35809 0.0 6.2 1.0 0.507 6.951 88.5 2.8617 8.0 307.0 17.4 391.7 9.71
105 21.7 0.15876 0.0 10.81 0.0 0.413 5.961 17.5 5.2873 4.0 305.0 19.2 376.94 9.88
106 22.0 0.11329 30.0 4.93 0.0 0.428 6.897 54.3 6.3361 6.0 300.0 16.6 391.25 11.38
107 22.9 0.08829 12.5 7.87 0.0 0.524 6.012 66.6 5.5605 5.0 311.0 15.2 395.6 12.43
108 10.4 25.9406 0.0 18.1 0.0 0.679 5.304 89.1 1.6475 24.0 666.0 20.2 127.36 26.64
109 21.9 3.69695 0.0 18.1 0.0 0.718 4.963 91.4 1.7523 24.0 666.0 20.2 316.03 14.0
110 20.6 0.04527 0.0 11.93 0.0 0.573 6.12 76.7 2.2875 1.0 273.0 21.0 396.9 9.08
111 26.4 0.09266 34.0 6.09 0.0 0.433 6.495 18.4 5.4917 7.0 329.0 16.1 383.61 8.67
112 41.3 1.22358 0.0 19.58 0.0 0.605 6.943 97.4 1.8773 5.0 403.0 14.7 363.43 4.59
113 17.2 7.40389 0.0 18.1 0.0 0.597 5.617 97.9 1.4547 24.0 666.0 20.2 314.64 26.4
114 27.1 0.14455 12.5 7.87 0.0 0.524 6.172 96.1 5.9505 5.0 311.0 15.2 396.9 19.15
115 20.4 0.13058 0.0 10.01 0.0 0.547 5.872 73.1 2.4775 6.0 432.0 17.8 338.63 15.37
116 16.5 0.21124 12.5 7.87 0.0 0.524 5.631 100.0 6.0821 5.0 311.0 15.2 386.63 29.93
117 24.4 0.13587 0.0 10.59 1.0 0.489 6.064 59.1 4.2392 4.0 277.0 18.6 381.32 14.66
118 8.4 13.6781 0.0 18.1 0.0 0.74 5.935 87.9 1.8206 24.0 666.0 20.2 68.95 34.02
119 23.0 0.59005 0.0 21.89 0.0 0.624 6.372 97.9 2.3274 4.0 437.0 21.2 385.76 11.12
120 9.7 11.5779 0.0 18.1 0.0 0.7 5.036 97.0 1.77 24.0 666.0 20.2 396.9 25.68
121 50.0 0.01501 90.0 1.21 1.0 0.401 7.923 24.8 5.885 1.0 198.0 13.6 395.52 3.16
122 30.5 0.06911 45.0 3.44 0.0 0.437 6.739 30.8 6.4798 5.0 398.0 15.2 389.71 4.69
123 12.3 7.99248 0.0 18.1 0.0 0.7 5.52 100.0 1.5331 24.0 666.0 20.2 396.9 24.56
124 19.4 0.21977 0.0 6.91 0.0 0.448 5.602 62.0 6.0877 3.0 233.0 17.9 396.9 16.2
125 21.2 0.23912 0.0 9.69 0.0 0.585 6.019 65.3 2.4091 6.0 391.0 19.2 396.9 12.92
126 20.3 0.3494 0.0 9.9 0.0 0.544 5.972 76.7 3.1025 4.0 304.0 18.4 396.24 9.97
127 18.8 0.09849 0.0 25.65 0.0 0.581 5.879 95.8 2.0063 2.0 188.0 19.1 379.38 17.58
128 33.4 0.07503 33.0 2.18 0.0 0.472 7.42 71.9 3.0992 7.0 222.0 18.4 396.9 6.47
129 18.5 0.19133 22.0 5.86 0.0 0.431 5.605 70.2 7.9549 7.0 330.0 19.1 389.13 18.46
130 19.6 0.10328 25.0 5.13 0.0 0.453 5.927 47.2 6.932 8.0 284.0 19.7 396.9 9.22
131 33.2 0.10469 40.0 6.41 1.0 0.447 7.267 49.0 4.7872 4.0 254.0 17.6 389.25 6.05
132 13.1 8.71675 0.0 18.1 0.0 0.693 6.471 98.8 1.7257 24.0 666.0 20.2 391.98 17.12
133 7.5 10.8342 0.0 18.1 0.0 0.679 6.782 90.8 1.8195 24.0 666.0 20.2 21.57 25.79
134 13.6 0.10574 0.0 27.74 0.0 0.609 5.983 98.8 1.8681 4.0 711.0 20.1 390.11 18.07
135 17.4 1.20742 0.0 19.58 0.0 0.605 5.875 94.6 2.4259 5.0 403.0 14.7 292.29 14.43
136 8.4 11.8123 0.0 18.1 0.0 0.718 6.824 76.5 1.794 24.0 666.0 20.2 48.45 22.74
137 35.4 0.01311 90.0 1.22 0.0 0.403 7.249 21.9 8.6966 5.0 226.0 17.9 395.93 4.81
138 24.0 0.33045 0.0 6.2 0.0 0.507 6.086 61.5 3.6519 8.0 307.0 17.4 376.75 10.88
139 13.4 3.32105 0.0 19.58 1.0 0.871 5.403 100.0 1.3216 5.0 403.0 14.7 396.9 26.82
140 26.2 0.19073 22.0 5.86 0.0 0.431 6.718 17.5 7.8265 7.0 330.0 19.1 393.74 6.56
141 7.2 18.0846 0.0 18.1 0.0 0.679 6.434 100.0 1.8347 24.0 666.0 20.2 27.25 29.05
142 13.1 23.6482 0.0 18.1 0.0 0.671 6.38 96.2 1.3861 24.0 666.0 20.2 396.9 23.69
143 24.5 0.27957 0.0 9.69 0.0 0.585 5.926 42.6 2.3817 6.0 391.0 19.2 396.9 13.59
144 37.2 0.0578 0.0 2.46 0.0 0.488 6.98 58.4 2.829 3.0 193.0 17.8 396.9 5.04
145 25.0 0.0536 21.0 5.64 0.0 0.439 6.511 21.1 6.8147 4.0 243.0 16.8 396.9 5.28
146 24.1 0.07896 0.0 12.83 0.0 0.437 6.273 6.0 4.2515 5.0 398.0 18.7 394.92 6.78
147 16.6 0.67191 0.0 8.14 0.0 0.538 5.813 90.3 4.682 4.0 307.0 21.0 376.88 14.81
148 32.9 0.01778 95.0 1.47 0.0 0.403 7.135 13.9 7.6534 3.0 402.0 17.0 384.3 4.45
149 36.2 0.06905 0.0 2.18 0.0 0.458 7.147 54.2 6.0622 3.0 222.0 18.7 396.9 5.33
150 11.0 7.36711 0.0 18.1 0.0 0.679 6.193 78.1 1.9356 24.0 666.0 20.2 96.73 21.52
151 7.2 16.8118 0.0 18.1 0.0 0.7 5.277 98.1 1.4261 24.0 666.0 20.2 396.9 30.81