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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 xor 25 30 16 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1e-05 ReLU L1 0.03 25 312 120.274 4.811 0.695 0.693 1.0 1.0 1.0 1.0
1 images/1.png xor 25 30 16 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1e-05 ReLU L1 0.03 50 625 259.914 5.198 0.695 0.693 1.0 1.0 1.0 1.0
2 images/2.png xor 25 30 16 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1e-05 ReLU L1 0.03 100 1250 521.599 5.216 0.695 0.693 1.0 1.0 1.0 1.0
3 images/3.png xor 25 30 16 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1e-05 ReLU L1 0.03 200 2500 1013.825 5.069 0.695 0.693 1.0 1.0 1.0 1.0
4 images/4.png xor 25 30 16 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1e-05 ReLU L1 0.03 400 5000 1964.812 4.912 0.695 0.693 1.0 1.0 1.0 1.0
5 images/5.png xor 25 30 29 0 0 0 0 1 0 0 3 14 4 6 4 0 0 0 0.001 Tanh L1 1.0 25 172 93.58 3.743 0.964 0.979 0.069 0.935 0.072 0.944
6 images/6.png xor 25 30 29 0 0 0 0 1 0 0 3 14 4 6 4 0 0 0 0.001 Tanh L1 1.0 50 344 201.948 4.039 0.834 0.848 0.069 0.935 0.072 0.944
7 images/7.png xor 25 30 29 0 0 0 0 1 0 0 3 14 4 6 4 0 0 0 0.001 Tanh L1 1.0 100 689 385.289 3.853 0.746 0.756 0.069 0.935 0.072 0.944
8 images/8.png xor 25 30 29 0 0 0 0 1 0 0 3 14 4 6 4 0 0 0 0.001 Tanh L1 1.0 200 1379 755.269 3.776 0.689 0.696 0.724 0.258 0.783 0.254
9 images/9.png xor 25 30 29 0 0 0 0 1 0 0 3 14 4 6 4 0 0 0 0.001 Tanh L1 1.0 400 2758 1462.182 3.655 0.357 0.372 0.931 0.065 0.928 0.056
10 images/10.png xor 25 40 14 0 0 0 0 0 1 1 5 31 8 6 8 1 8 0 0.03 Sigmoid L1 0.3 25 357 201.847 8.074 0.694 0.695 1.0 1.0 1.0 1.0
11 images/11.png xor 25 40 14 0 0 0 0 0 1 1 5 31 8 6 8 1 8 0 0.03 Sigmoid L1 0.3 50 714 413.187 8.264 0.693 0.693 1.0 1.0 1.0 1.0
12 images/12.png xor 25 40 14 0 0 0 0 0 1 1 5 31 8 6 8 1 8 0 0.03 Sigmoid L1 0.3 100 1428 819.342 8.193 0.693 0.692 0 0 0 0
13 images/13.png xor 25 40 14 0 0 0 0 0 1 1 5 31 8 6 8 1 8 0 0.03 Sigmoid L1 0.3 200 2857 1597.814 7.989 0.694 0.692 0 0 0 0
14 images/14.png xor 25 40 14 0 0 0 0 0 1 1 5 31 8 6 8 1 8 0 0.03 Sigmoid L1 0.3 400 5714 3138.62 7.847 0.694 0.692 0 0 0 0
15 images/15.png xor 25 20 29 0 0 1 0 1 0 0 5 14 7 1 3 1 2 0 1e-05 Sigmoid L2 0.01 25 172 105.523 4.221 0.794 0.81 1.0 1.0 1.0 1.0
16 images/16.png xor 25 20 29 0 0 1 0 1 0 0 5 14 7 1 3 1 2 0 1e-05 Sigmoid L2 0.01 50 344 218.828 4.377 0.793 0.81 1.0 1.0 1.0 1.0
17 images/17.png xor 25 20 29 0 0 1 0 1 0 0 5 14 7 1 3 1 2 0 1e-05 Sigmoid L2 0.01 100 689 432.333 4.323 0.793 0.809 1.0 1.0 1.0 1.0
18 images/18.png xor 25 20 29 0 0 1 0 1 0 0 5 14 7 1 3 1 2 0 1e-05 Sigmoid L2 0.01 200 1379 821.828 4.109 0.792 0.809 1.0 1.0 1.0 1.0
19 images/19.png xor 25 20 29 0 0 1 0 1 0 0 5 14 7 1 3 1 2 0 1e-05 Sigmoid L2 0.01 400 2758 1602.985 4.007 0.791 0.807 1.0 1.0 1.0 1.0
20 images/20.png xor 25 50 14 0 0 1 1 0 0 0 2 10 6 4 0 0 0 0 0.003 ReLU None 0.3 25 357 165.174 6.607 1.089 1.126 0 0 0 0
21 images/21.png xor 25 50 14 0 0 1 1 0 0 0 2 10 6 4 0 0 0 0 0.003 ReLU None 0.3 50 714 345.271 6.905 1.089 1.126 0 0 0 0
22 images/22.png xor 25 50 14 0 0 1 1 0 0 0 2 10 6 4 0 0 0 0 0.003 ReLU None 0.3 100 1428 668.457 6.685 1.089 1.126 0 0 0 0
23 images/23.png xor 25 50 14 0 0 1 1 0 0 0 2 10 6 4 0 0 0 0 0.003 ReLU None 0.3 200 2857 1322.963 6.615 1.089 1.126 0 0 0 0
24 images/24.png xor 25 50 14 0 0 1 1 0 0 0 2 10 6 4 0 0 0 0 0.003 ReLU None 0.3 400 5714 2618.774 6.547 1.089 1.126 0 0 0 0
25 images/25.png xor 25 40 10 0 0 0 0 0 0 1 4 10 6 2 1 1 0 0 0.01 Tanh L2 1.0 25 500 252.21 10.088 0.698 0.691 0.368 0.286 0.25 0.233
26 images/26.png xor 25 40 10 0 0 0 0 0 0 1 4 10 6 2 1 1 0 0 0.01 Tanh L2 1.0 50 1000 515.09 10.302 0.698 0.689 0.368 0.31 0.25 0.233
27 images/27.png xor 25 40 10 0 0 0 0 0 0 1 4 10 6 2 1 1 0 0 0.01 Tanh L2 1.0 100 2000 1015.337 10.153 0.698 0.685 0.395 0.31 0.25 0.25
28 images/28.png xor 25 40 10 0 0 0 0 0 0 1 4 10 6 2 1 1 0 0 0.01 Tanh L2 1.0 200 4000 2005.497 10.027 0.701 0.681 0.447 0.333 0.267 0.267
29 images/29.png xor 25 40 10 0 0 0 0 0 0 1 4 10 6 2 1 1 0 0 0.01 Tanh L2 1.0 400 8000 3968.472 9.921 0.708 0.676 0.5 0.333 0.3 0.267
30 images/30.png xor 25 90 24 1 1 1 1 1 1 1 5 23 7 4 1 5 6 0 1e-05 Sigmoid L2 3.0 25 208 126.488 5.06 0.674 0.721 0 0 0 0
31 images/31.png xor 25 90 24 1 1 1 1 1 1 1 5 23 7 4 1 5 6 0 1e-05 Sigmoid L2 3.0 50 416 256.541 5.131 0.674 0.721 0 0 0 0
32 images/32.png xor 25 90 24 1 1 1 1 1 1 1 5 23 7 4 1 5 6 0 1e-05 Sigmoid L2 3.0 100 833 508.079 5.081 0.674 0.72 0 0 0 0
33 images/33.png xor 25 90 24 1 1 1 1 1 1 1 5 23 7 4 1 5 6 0 1e-05 Sigmoid L2 3.0 200 1666 994.362 4.972 0.674 0.72 0 0 0 0
34 images/34.png xor 25 90 24 1 1 1 1 1 1 1 5 23 7 4 1 5 6 0 1e-05 Sigmoid L2 3.0 400 3333 1936.933 4.842 0.674 0.719 0 0 0 0
35 images/35.png xor 25 30 20 1 1 1 1 1 0 1 5 19 6 4 5 1 3 0 3.0 Tanh L2 0.1 25 250 145.911 5.836 0.693 0.693 0 0 0 0
36 images/36.png xor 25 30 20 1 1 1 1 1 0 1 5 19 6 4 5 1 3 0 3.0 Tanh L2 0.1 50 500 303.428 6.069 0.693 0.693 0 0 0 0
37 images/37.png xor 25 30 20 1 1 1 1 1 0 1 5 19 6 4 5 1 3 0 3.0 Tanh L2 0.1 100 1000 600.169 6.002 0.693 0.693 0 0 0 0
38 images/38.png xor 25 30 20 1 1 1 1 1 0 1 5 19 6 4 5 1 3 0 3.0 Tanh L2 0.1 200 2000 1165.22 5.826 0.693 0.693 0 0 0 0
39 images/39.png xor 25 30 20 1 1 1 1 1 0 1 5 19 6 4 5 1 3 0 3.0 Tanh L2 0.1 400 4000 2268.706 5.672 0.693 0.693 0 0 0 0
40 images/40.png xor 25 70 30 0 0 0 1 1 1 0 2 10 5 5 0 0 0 0 0.001 Sigmoid L1 1.0 25 166 85.875 3.435 0.797 0.812 0 0 0 0
41 images/41.png xor 25 70 30 0 0 0 1 1 1 0 2 10 5 5 0 0 0 0 0.001 Sigmoid L1 1.0 50 333 192.259 3.845 0.78 0.793 0 0 0 0
42 images/42.png xor 25 70 30 0 0 0 1 1 1 0 2 10 5 5 0 0 0 0 0.001 Sigmoid L1 1.0 100 666 358.683 3.587 0.757 0.766 0 0 0 0
43 images/43.png xor 25 70 30 0 0 0 1 1 1 0 2 10 5 5 0 0 0 0 0.001 Sigmoid L1 1.0 200 1333 693.761 3.469 0.733 0.739 0 0 0 0
44 images/44.png xor 25 70 30 0 0 0 1 1 1 0 2 10 5 5 0 0 0 0 0.001 Sigmoid L1 1.0 400 2666 1340.16 3.35 0.716 0.719 0 0 0 0
45 images/45.png xor 25 20 16 0 1 1 0 1 0 1 4 18 2 6 5 5 0 0 10.0 Linear L1 0.1 25 312 165.299 6.612 0.695 0.693 0.421 0.048 0.532 0.062
46 images/46.png xor 25 20 16 0 1 1 0 1 0 1 4 18 2 6 5 5 0 0 10.0 Linear L1 0.1 50 625 350.02 7.0 0.695 0.693 0.421 0.048 0.532 0.062
47 images/47.png xor 25 20 16 0 1 1 0 1 0 1 4 18 2 6 5 5 0 0 10.0 Linear L1 0.1 100 1250 671.444 6.714 0.695 0.693 0.421 0.048 0.532 0.062
48 images/48.png xor 25 20 16 0 1 1 0 1 0 1 4 18 2 6 5 5 0 0 10.0 Linear L1 0.1 200 2500 1310.564 6.553 0.695 0.693 0.421 0.048 0.532 0.062
49 images/49.png xor 25 20 16 0 1 1 0 1 0 1 4 18 2 6 5 5 0 0 10.0 Linear L1 0.1 400 5000 2585.092 6.463 0.695 0.693 0.421 0.048 0.532 0.062