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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 circle 25 40 2 1 1 1 1 1 1 1 1 8 8 0 0 0 0 0 0.3 Linear L1 0.01 25 2500 995.687 39.827 0.693 0.693 0 0 0 0
1 images/1.png circle 25 40 2 1 1 1 1 1 1 1 1 8 8 0 0 0 0 0 0.3 Linear L1 0.01 50 5000 2007.103 40.142 0.693 0.693 0 0 0 0
2 images/2.png circle 25 40 2 1 1 1 1 1 1 1 1 8 8 0 0 0 0 0 0.3 Linear L1 0.01 100 10000 4021.182 40.212 0.693 0.693 0 0 0 0
3 images/3.png circle 25 40 2 1 1 1 1 1 1 1 1 8 8 0 0 0 0 0 0.3 Linear L1 0.01 200 20000 8035.029 40.175 0.693 0.693 0 0 0 0
4 images/4.png circle 25 40 2 1 1 1 1 1 1 1 1 8 8 0 0 0 0 0 0.3 Linear L1 0.01 400 40000 16027.839 40.07 0.693 0.693 0 0 0 0
5 images/5.png circle 25 60 23 0 0 0 1 0 0 0 2 9 1 8 0 0 0 0 0.1 Tanh None 0.3 25 217 107.504 4.3 0.627 0.62 1.0 1.0 1.0 1.0
6 images/6.png circle 25 60 23 0 0 0 1 0 0 0 2 9 1 8 0 0 0 0 0.1 Tanh None 0.3 50 434 231.634 4.633 0.626 0.618 1.0 1.0 1.0 1.0
7 images/7.png circle 25 60 23 0 0 0 1 0 0 0 2 9 1 8 0 0 0 0 0.1 Tanh None 0.3 100 869 456.61 4.566 0.624 0.616 1.0 1.0 1.0 1.0
8 images/8.png circle 25 60 23 0 0 0 1 0 0 0 2 9 1 8 0 0 0 0 0.1 Tanh None 0.3 200 1739 891.329 4.457 0.621 0.616 1.0 1.0 1.0 1.0
9 images/9.png circle 25 60 23 0 0 0 1 0 0 0 2 9 1 8 0 0 0 0 0.1 Tanh None 0.3 400 3478 1732.255 4.331 0.622 0.615 0.979 0.347 1.0 0.364
10 images/10.png circle 25 40 5 1 1 1 1 1 1 0 4 10 1 5 1 3 0 0 0.001 Linear L1 0.1 25 1000 496.043 19.842 0.694 0.691 0.344 0.25 0.327 0.279
11 images/11.png circle 25 40 5 1 1 1 1 1 1 0 4 10 1 5 1 3 0 0 0.001 Linear L1 0.1 50 2000 990.728 19.815 0.693 0.69 0.344 0.25 0.327 0.279
12 images/12.png circle 25 40 5 1 1 1 1 1 1 0 4 10 1 5 1 3 0 0 0.001 Linear L1 0.1 100 4000 1975.818 19.758 0.694 0.69 0.344 0.25 0.327 0.294
13 images/13.png circle 25 40 5 1 1 1 1 1 1 0 4 10 1 5 1 3 0 0 0.001 Linear L1 0.1 200 8000 3951.025 19.755 0.691 0.689 0.344 0.25 0.327 0.294
14 images/14.png circle 25 40 5 1 1 1 1 1 1 0 4 10 1 5 1 3 0 0 0.001 Linear L1 0.1 400 16000 7889.409 19.724 0.687 0.681 0.344 0.25 0.269 0.309
15 images/15.png circle 25 80 16 1 1 1 1 1 1 0 5 16 5 2 7 1 1 0 10.0 Sigmoid L2 10.0 25 312 185.047 7.402 0.692 0.688 0 0 0 0
16 images/16.png circle 25 80 16 1 1 1 1 1 1 0 5 16 5 2 7 1 1 0 10.0 Sigmoid L2 10.0 50 625 362.333 7.247 0.693 0.68 0 0 0 0
17 images/17.png circle 25 80 16 1 1 1 1 1 1 0 5 16 5 2 7 1 1 0 10.0 Sigmoid L2 10.0 100 1250 719.225 7.192 0.689 0.686 0 0 0 0
18 images/18.png circle 25 80 16 1 1 1 1 1 1 0 5 16 5 2 7 1 1 0 10.0 Sigmoid L2 10.0 200 2500 1428.088 7.14 0.693 0.693 0 0 0 0
19 images/19.png circle 25 80 16 1 1 1 1 1 1 0 5 16 5 2 7 1 1 0 10.0 Sigmoid L2 10.0 400 5000 2840.563 7.101 0.693 0.693 0 0 0 0
20 images/20.png circle 25 20 14 1 1 1 1 1 1 1 2 9 1 8 0 0 0 0 1.0 Linear L1 0.3 25 357 167.42 6.697 0.698 0.693 0.053 0.619 0.077 0.368
21 images/21.png circle 25 20 14 1 1 1 1 1 1 1 2 9 1 8 0 0 0 0 1.0 Linear L1 0.3 50 714 352.18 7.044 0.702 0.693 0.053 0.619 0.077 0.379
22 images/22.png circle 25 20 14 1 1 1 1 1 1 1 2 9 1 8 0 0 0 0 1.0 Linear L1 0.3 100 1428 704.306 7.043 0.711 0.693 0.053 0.619 0.077 0.389
23 images/23.png circle 25 20 14 1 1 1 1 1 1 1 2 9 1 8 0 0 0 0 1.0 Linear L1 0.3 200 2857 1359.412 6.797 0.699 0.693 0.053 0.619 0.062 0.389
24 images/24.png circle 25 20 14 1 1 1 1 1 1 1 2 9 1 8 0 0 0 0 1.0 Linear L1 0.3 400 5714 2692.674 6.732 0.693 0.693 0.053 0.619 0.062 0.389
25 images/25.png circle 25 40 4 1 0 0 1 1 1 1 1 3 3 0 0 0 0 0 0.0001 Tanh L2 0.001 25 1250 517.438 20.698 0.804 0.81 0.25 0.167 0.365 0.176
26 images/26.png circle 25 40 4 1 0 0 1 1 1 1 1 3 3 0 0 0 0 0 0.0001 Tanh L2 0.001 50 2500 1034.693 20.694 0.799 0.806 0.25 0.167 0.385 0.176
27 images/27.png circle 25 40 4 1 0 0 1 1 1 1 1 3 3 0 0 0 0 0 0.0001 Tanh L2 0.001 100 5000 2073.315 20.733 0.789 0.797 0.25 0.167 0.404 0.176
28 images/28.png circle 25 40 4 1 0 0 1 1 1 1 1 3 3 0 0 0 0 0 0.0001 Tanh L2 0.001 200 10000 4149.185 20.746 0.77 0.778 0.312 0.167 0.423 0.176
29 images/29.png circle 25 40 4 1 0 0 1 1 1 1 1 3 3 0 0 0 0 0 0.0001 Tanh L2 0.001 400 20000 8257.22 20.643 0.739 0.739 0.312 0.167 0.442 0.176
30 images/30.png circle 25 30 28 1 0 0 1 0 0 1 6 31 8 3 7 3 8 2 0.01 Tanh None 0.003 25 178 122.688 4.908 0.566 0.465 0.88 0.2 0.475 0.16
31 images/31.png circle 25 30 28 1 0 0 1 0 0 1 6 31 8 3 7 3 8 2 0.01 Tanh None 0.003 50 357 249.71 4.994 0.536 0.43 0.92 0.2 0.542 0.185
32 images/32.png circle 25 30 28 1 0 0 1 0 0 1 6 31 8 3 7 3 8 2 0.01 Tanh None 0.003 100 714 479.025 4.79 0.474 0.364 0.92 0.086 0.559 0.074
33 images/33.png circle 25 30 28 1 0 0 1 0 0 1 6 31 8 3 7 3 8 2 0.01 Tanh None 0.003 200 1428 943.973 4.72 0.601 0.228 0.96 0.029 0.61 0.259
34 images/34.png circle 25 30 28 1 0 0 1 0 0 1 6 31 8 3 7 3 8 2 0.01 Tanh None 0.003 400 2857 1855.4 4.639 0.645 0.207 0.96 0.029 0.627 0.247
35 images/35.png circle 25 60 9 1 1 0 1 0 0 0 1 5 5 0 0 0 0 0 0.3 Tanh None 0.001 25 555 240.839 9.634 0.282 0.228 0.896 0.028 0.889 0.045
36 images/36.png circle 25 60 9 1 1 0 1 0 0 0 1 5 5 0 0 0 0 0 0.3 Tanh None 0.001 50 1111 500.779 10.016 0.281 0.223 0.875 0.028 0.889 0.045
37 images/37.png circle 25 60 9 1 1 0 1 0 0 0 1 5 5 0 0 0 0 0 0.3 Tanh None 0.001 100 2222 993.951 9.94 0.29 0.218 0.896 0.028 0.889 0.045
38 images/38.png circle 25 60 9 1 1 0 1 0 0 0 1 5 5 0 0 0 0 0 0.3 Tanh None 0.001 200 4444 1954.886 9.774 0.297 0.215 0.875 0.028 0.861 0.045
39 images/39.png circle 25 60 9 1 1 0 1 0 0 0 1 5 5 0 0 0 0 0 0.3 Tanh None 0.001 400 8888 3850.723 9.627 0.302 0.214 0.875 0.028 0.861 0.045
40 images/40.png circle 25 30 21 0 0 1 0 0 0 0 2 10 6 4 0 0 0 0 0.3 ReLU L2 1.0 25 238 120.476 4.819 0.698 0.693 0.72 0.8 0.576 0.963
41 images/41.png circle 25 30 21 0 0 1 0 0 0 0 2 10 6 4 0 0 0 0 0.3 ReLU L2 1.0 50 476 252.972 5.059 0.697 0.693 0.72 0.8 0.559 0.951
42 images/42.png circle 25 30 21 0 0 1 0 0 0 0 2 10 6 4 0 0 0 0 0.3 ReLU L2 1.0 100 952 498.319 4.983 0.696 0.693 0.72 0.771 0.542 0.938
43 images/43.png circle 25 30 21 0 0 1 0 0 0 0 2 10 6 4 0 0 0 0 0.3 ReLU L2 1.0 200 1904 976.427 4.882 0.696 0.693 0.68 0.771 0.508 0.914
44 images/44.png circle 25 30 21 0 0 1 0 0 0 0 2 10 6 4 0 0 0 0 0.3 ReLU L2 1.0 400 3809 1898.729 4.747 0.697 0.693 0.56 0.657 0.407 0.864
45 images/45.png circle 25 30 29 0 0 1 0 0 0 0 1 5 5 0 0 0 0 0 0.01 ReLU L1 0.3 25 172 84.266 3.371 0.702 0.697 0.04 0 0.237 0.012
46 images/46.png circle 25 30 29 0 0 1 0 0 0 0 1 5 5 0 0 0 0 0 0.01 ReLU L1 0.3 50 344 177.306 3.546 0.701 0.694 0 0 0.153 0
47 images/47.png circle 25 30 29 0 0 1 0 0 0 0 1 5 5 0 0 0 0 0 0.01 ReLU L1 0.3 100 689 360.666 3.607 0.702 0.692 0 0 0 0
48 images/48.png circle 25 30 29 0 0 1 0 0 0 0 1 5 5 0 0 0 0 0 0.01 ReLU L1 0.3 200 1379 701.36 3.507 0.705 0.691 0 0 0 0
49 images/49.png circle 25 30 29 0 0 1 0 0 0 0 1 5 5 0 0 0 0 0 0.01 ReLU L1 0.3 400 2758 1350.37 3.376 0.707 0.69 0 0 0 0