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index.txt
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index.txt
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ID imagePath data noise training_ratio batch_size X1 X2 X1Squared X2Squared X1X2 sinX1 sinX2 layer_count neuron_count H1 H2 H3 H4 H5 H6 learning_rate activation regularization regularization_rate epoch iteration total_time mean_time train_loss test_loss train_TPR train_FPR test_TPR test_FPR
0 images/0.png spiral 25 40 1 1 0 0 1 0 0 0 1 7 7 0 0 0 0 0 1.0 Sigmoid L1 0.03 25 5000 1876.589 75.064 0.748 0.623 0.31 0.158 0.207 0.258
1 images/1.png spiral 25 40 1 1 0 0 1 0 0 0 1 7 7 0 0 0 0 0 1.0 Sigmoid L1 0.03 50 10000 3747.718 74.954 0.701 0.63 0.167 0 0.034 0.065
2 images/2.png spiral 25 40 1 1 0 0 1 0 0 0 1 7 7 0 0 0 0 0 1.0 Sigmoid L1 0.03 100 20000 7484.011 74.84 0.743 0.622 0.69 0.579 0.569 0.5
3 images/3.png spiral 25 40 1 1 0 0 1 0 0 0 1 7 7 0 0 0 0 0 1.0 Sigmoid L1 0.03 200 40000 14990.063 74.95 0.737 0.622 0.69 0.579 0.569 0.452
4 images/4.png spiral 25 40 1 1 0 0 1 0 0 0 1 7 7 0 0 0 0 0 1.0 Sigmoid L1 0.03 400 80000 29908.702 74.772 0.738 0.622 0.714 0.579 0.569 0.452
5 images/5.png spiral 25 30 22 0 0 0 0 1 0 0 3 15 7 6 2 0 0 0 0.0001 ReLU L2 0.01 25 227 120.089 4.804 0.82 0.831 0.167 0.067 0.086 0.071
6 images/6.png spiral 25 30 22 0 0 0 0 1 0 0 3 15 7 6 2 0 0 0 0.0001 ReLU L2 0.01 50 454 253.888 5.078 0.819 0.83 0.2 0.1 0.1 0.071
7 images/7.png spiral 25 30 22 0 0 0 0 1 0 0 3 15 7 6 2 0 0 0 0.0001 ReLU L2 0.01 100 909 482.821 4.828 0.818 0.83 0.2 0.1 0.129 0.086
8 images/8.png spiral 25 30 22 0 0 0 0 1 0 0 3 15 7 6 2 0 0 0 0.0001 ReLU L2 0.01 200 1818 940.39 4.702 0.816 0.827 0.2 0.133 0.143 0.129
9 images/9.png spiral 25 30 22 0 0 0 0 1 0 0 3 15 7 6 2 0 0 0 0.0001 ReLU L2 0.01 400 3636 1851.297 4.628 0.81 0.823 0.233 0.2 0.186 0.143
10 images/10.png spiral 25 10 15 0 1 0 1 0 0 0 2 11 4 7 0 0 0 0 1e-05 Linear L2 0.003 25 333 155.987 6.239 1.044 0.983 0.222 0.273 0.165 0.135
11 images/11.png spiral 25 10 15 0 1 0 1 0 0 0 2 11 4 7 0 0 0 0 1e-05 Linear L2 0.003 50 666 329.041 6.581 1.043 0.982 0.222 0.273 0.165 0.135
12 images/12.png spiral 25 10 15 0 1 0 1 0 0 0 2 11 4 7 0 0 0 0 1e-05 Linear L2 0.003 100 1333 653.738 6.537 1.043 0.98 0.222 0.273 0.154 0.135
13 images/13.png spiral 25 10 15 0 1 0 1 0 0 0 2 11 4 7 0 0 0 0 1e-05 Linear L2 0.003 200 2666 1267.127 6.336 1.043 0.977 0.222 0.273 0.154 0.135
14 images/14.png spiral 25 10 15 0 1 0 1 0 0 0 2 11 4 7 0 0 0 0 1e-05 Linear L2 0.003 400 5333 2472.464 6.181 1.042 0.971 0.222 0.273 0.143 0.124
15 images/15.png spiral 25 30 30 0 1 0 0 1 1 0 1 3 3 0 0 0 0 0 0.3 Sigmoid L2 0.001 25 166 79.169 3.167 0.696 0.653 0.6 0.3 0.443 0.371
16 images/16.png spiral 25 30 30 0 1 0 0 1 1 0 1 3 3 0 0 0 0 0 0.3 Sigmoid L2 0.001 50 333 182.7 3.654 0.698 0.638 0.6 0.3 0.443 0.357
17 images/17.png spiral 25 30 30 0 1 0 0 1 1 0 1 3 3 0 0 0 0 0 0.3 Sigmoid L2 0.001 100 666 348.592 3.486 0.693 0.612 0.633 0.3 0.486 0.371
18 images/18.png spiral 25 30 30 0 1 0 0 1 1 0 1 3 3 0 0 0 0 0 0.3 Sigmoid L2 0.001 200 1333 662.834 3.314 0.695 0.577 0.7 0.3 0.486 0.386
19 images/19.png spiral 25 30 30 0 1 0 0 1 1 0 1 3 3 0 0 0 0 0 0.3 Sigmoid L2 0.001 400 2666 1251.853 3.13 0.72 0.541 0.733 0.3 0.5 0.386
20 images/20.png spiral 25 60 2 0 0 1 1 1 0 1 2 8 7 1 0 0 0 0 0.01 ReLU None 0.1 25 2500 1045.905 41.836 0.663 0.627 0.281 0.036 0.139 0.045
21 images/21.png spiral 25 60 2 0 0 1 1 1 0 1 2 8 7 1 0 0 0 0 0.01 ReLU None 0.1 50 5000 2098.171 41.963 0.666 0.624 0.281 0.036 0.139 0.068
22 images/22.png spiral 25 60 2 0 0 1 1 1 0 1 2 8 7 1 0 0 0 0 0.01 ReLU None 0.1 100 10000 4199.075 41.991 0.671 0.623 0.281 0.036 0.139 0.068
23 images/23.png spiral 25 60 2 0 0 1 1 1 0 1 2 8 7 1 0 0 0 0 0.01 ReLU None 0.1 200 20000 8378.37 41.892 0.674 0.622 0.281 0.018 0.139 0.068
24 images/24.png spiral 25 60 2 0 0 1 1 1 0 1 2 8 7 1 0 0 0 0 0.01 ReLU None 0.1 400 40000 16693.949 41.735 0.723 0.619 0.281 0.018 0.139 0.136
25 images/25.png spiral 25 50 16 0 1 0 1 1 1 1 4 15 3 5 2 5 0 0 0.003 Linear None 0.3 25 312 163.422 6.537 0.704 0.688 0.784 0.531 0.776 0.686
26 images/26.png spiral 25 50 16 0 1 0 1 1 1 1 4 15 3 5 2 5 0 0 0.003 Linear None 0.3 50 625 331.543 6.631 0.68 0.665 0.765 0.531 0.776 0.647
27 images/27.png spiral 25 50 16 0 1 0 1 1 1 1 4 15 3 5 2 5 0 0 0.003 Linear None 0.3 100 1250 662.965 6.63 0.667 0.651 0.745 0.551 0.735 0.608
28 images/28.png spiral 25 50 16 0 1 0 1 1 1 1 4 15 3 5 2 5 0 0 0.003 Linear None 0.3 200 2500 1296.732 6.484 0.644 0.627 0.588 0.469 0.633 0.412
29 images/29.png spiral 25 50 16 0 1 0 1 1 1 1 4 15 3 5 2 5 0 0 0.003 Linear None 0.3 400 5000 2547.422 6.369 0.647 0.621 0.647 0.551 0.694 0.627
30 images/30.png spiral 25 80 3 0 0 0 0 1 0 0 5 23 5 1 4 5 8 0 0.01 Tanh L2 0.03 25 1666 846.988 33.88 0.696 0.688 0.768 0.718 0.611 0.773
31 images/31.png spiral 25 80 3 0 0 0 0 1 0 0 5 23 5 1 4 5 8 0 0.01 Tanh L2 0.03 50 3333 1707.435 34.149 0.703 0.689 0.793 0.718 0.611 0.773
32 images/32.png spiral 25 80 3 0 0 0 0 1 0 0 5 23 5 1 4 5 8 0 0.01 Tanh L2 0.03 100 6666 3390.367 33.904 0.705 0.688 0.78 0.718 0.611 0.773
33 images/33.png spiral 25 80 3 0 0 0 0 1 0 0 5 23 5 1 4 5 8 0 0.01 Tanh L2 0.03 200 13333 6768.335 33.842 0.706 0.687 0.78 0.718 0.611 0.773
34 images/34.png spiral 25 80 3 0 0 0 0 1 0 0 5 23 5 1 4 5 8 0 0.01 Tanh L2 0.03 400 26666 13468.946 33.672 0.707 0.686 0.78 0.718 0.611 0.773
35 images/35.png spiral 25 10 7 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0.003 Sigmoid L2 1.0 25 714 261.312 10.452 0.722 0.705 0.333 0.455 0.44 0.472
36 images/36.png spiral 25 10 7 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0.003 Sigmoid L2 1.0 50 1428 547.939 10.959 0.711 0.679 0.333 0.364 0.341 0.438
37 images/37.png spiral 25 10 7 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0.003 Sigmoid L2 1.0 100 2857 1087.339 10.873 0.701 0.645 0.333 0.455 0.352 0.416
38 images/38.png spiral 25 10 7 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0.003 Sigmoid L2 1.0 200 5714 2121.887 10.609 0.695 0.606 0.333 0.364 0.341 0.348
39 images/39.png spiral 25 10 7 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0.003 Sigmoid L2 1.0 400 11428 4203.257 10.508 0.695 0.577 0.333 0.364 0.341 0.337
40 images/40.png spiral 25 20 19 0 0 1 0 0 0 0 3 13 1 4 8 0 0 0 10.0 ReLU None 1.0 25 263 134.341 5.374 0.693 0.693 0.7 0.65 0.562 0.562
41 images/41.png spiral 25 20 19 0 0 1 0 0 0 0 3 13 1 4 8 0 0 0 10.0 ReLU None 1.0 50 526 279.83 5.597 0.693 0.693 0.75 0.75 0.637 0.613
42 images/42.png spiral 25 20 19 0 0 1 0 0 0 0 3 13 1 4 8 0 0 0 10.0 ReLU None 1.0 100 1052 552.758 5.528 0.693 0.693 0.7 0.65 0.562 0.575
43 images/43.png spiral 25 20 19 0 0 1 0 0 0 0 3 13 1 4 8 0 0 0 10.0 ReLU None 1.0 200 2105 1076.638 5.383 0.693 0.693 0.6 0.65 0.537 0.512
44 images/44.png spiral 25 20 19 0 0 1 0 0 0 0 3 13 1 4 8 0 0 0 10.0 ReLU None 1.0 400 4210 2115.223 5.288 0.693 0.693 0.6 0.65 0.5 0.475
45 images/45.png spiral 25 70 30 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0.1 Sigmoid L2 0.3 25 166 73.387 2.935 0.87 0.935 0.493 0.333 0.621 0.355
46 images/46.png spiral 25 70 30 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0.1 Sigmoid L2 0.3 50 333 171.184 3.424 0.841 0.915 0.535 0.377 0.655 0.355
47 images/47.png spiral 25 70 30 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0.1 Sigmoid L2 0.3 100 666 324.948 3.249 0.676 0.635 0.394 0.362 0.483 0.419
48 images/48.png spiral 25 70 30 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0.1 Sigmoid L2 0.3 200 1333 600.746 3.004 0.667 0.63 0.394 0.377 0.483 0.452
49 images/49.png spiral 25 70 30 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0.1 Sigmoid L2 0.3 400 2666 1157.997 2.895 0.665 0.625 0.451 0.478 0.552 0.516