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What is the approximate validation misclassification rate at epoch 61? ______________ [use the table] Optimization History of Deep Learning Model for TRAIN_DEVELOP Epoch Learning Loss
What is the approximate validation misclassification rate at epoch 61? ______________ [use the table]
Optimization History of Deep Learning Model for TRAIN_DEVELOP | |||||||
Epoch | Learning | Loss | Valid | Valid | L1Norm | L2Norm | FitError |
Rate | Loss | Error | |||||
0 | 0.001 | 0.749728 | 0.642273 | 0.34766 | 2.456923 | 0.519164 | 0.444054 |
1 | 0.001 | 0.65104 | 0.634536 | 0.344354 | 2.315615 | 0.486681 | 0.35608 |
2 | 0.001 | 0.638471 | 0.62174 | 0.333196 | 2.165144 | 0.452759 | 0.342804 |
3 | 0.001 | 0.624966 | 0.601884 | 0.314495 | 2.017398 | 0.420525 | 0.332162 |
4 | 0.001 | 0.609021 | 0.58613 | 0.304577 | 1.876097 | 0.390432 | 0.320178 |
5 | 0.001 | 0.592153 | 0.568235 | 0.28877 | 1.742068 | 0.362511 | 0.308451 |
6 | 0.001 | 0.57907 | 0.557519 | 0.278541 | 1.615462 | 0.336802 | 0.296002 |
7 | 0.001 | 0.570661 | 0.550963 | 0.272446 | 1.494748 | 0.312994 | 0.287736 |
8 | 0.001 | 0.564931 | 0.547041 | 0.270379 | 1.381115 | 0.291138 | 0.282157 |
9 | 0.001 | 0.560733 | 0.54498 | 0.271102 | 1.274812 | 0.271124 | 0.281382 |
10 | 0.001 | 0.557003 | 0.542497 | 0.26759 | 1.176139 | 0.252798 | 0.278851 |
11 | 0.001 | 0.556149 | 0.541244 | 0.266453 | 1.08566 | 0.236167 | 0.277663 |
12 | 0.001 | 0.552003 | 0.540686 | 0.267176 | 1.003294 | 0.221001 | 0.273014 |
13 | 0.001 | 0.550586 | 0.539217 | 0.266866 | 0.92889 | 0.207267 | 0.270947 |
14 | 0.001 | 0.548949 | 0.538957 | 0.26604 | 0.861728 | 0.194716 | 0.271722 |
15 | 0.0005 | 0.546918 | 0.538587 | 0.26356 | 0.81425 | 0.185836 | 0.268571 |
16 | 0.0005 | 0.54714 | 0.538239 | 0.26294 | 0.785592 | 0.180366 | 0.269604 |
17 | 0.0005 | 0.548166 | 0.538366 | 0.26294 | 0.758882 | 0.17508 | 0.272394 |
18 | 0.0005 | 0.546255 | 0.537917 | 0.262527 | 0.733733 | 0.169971 | 0.270379 |
19 | 0.0005 | 0.547414 | 0.5384 | 0.261184 | 0.70982 | 0.165042 | 0.273582 |
20 | 0.0005 | 0.546629 | 0.538092 | 0.261907 | 0.687172 | 0.160289 | 0.271464 |
21 | 0.0005 | 0.547628 | 0.538336 | 0.26232 | 0.665707 | 0.155709 | 0.273117 |
22 | 0.0005 | 0.547016 | 0.538378 | 0.263974 | 0.645367 | 0.151255 | 0.272032 |
23 | 0.0005 | 0.546614 | 0.538067 | 0.262217 | 0.626193 | 0.146975 | 0.270741 |
24 | 0.0005 | 0.547694 | 0.537894 | 0.26325 | 0.608052 | 0.142836 | 0.271567 |
25 | 0.0005 | 0.544677 | 0.538028 | 0.26387 | 0.590872 | 0.138815 | 0.270689 |
26 | 0.0005 | 0.545686 | 0.537779 | 0.26356 | 0.574255 | 0.134926 | 0.271361 |
27 | 0.0005 | 0.546067 | 0.537803 | 0.262114 | 0.558228 | 0.131158 | 0.274047 |
28 | 0.0005 | 0.545577 | 0.537506 | 0.26232 | 0.54279 | 0.127499 | 0.272394 |
29 | 0.0005 | 0.547278 | 0.537738 | 0.263664 | 0.527886 | 0.123957 | 0.270896 |
30 | 0.00025 | 0.545329 | 0.537802 | 0.263457 | 0.516319 | 0.12129 | 0.271671 |
31 | 0.00025 | 0.54439 | 0.537464 | 0.263044 | 0.508957 | 0.11961 | 0.271464 |
32 | 0.00025 | 0.545267 | 0.537357 | 0.263457 | 0.501983 | 0.117974 | 0.272239 |
33 | 0.00025 | 0.546876 | 0.537609 | 0.26325 | 0.494924 | 0.116315 | 0.273169 |
34 | 0.00025 | 0.546143 | 0.537594 | 0.26325 | 0.487996 | 0.114672 | 0.275287 |
35 | 0.00025 | 0.545615 | 0.537548 | 0.263044 | 0.481191 | 0.113074 | 0.274202 |
36 | 0.00025 | 0.54473 | 0.537357 | 0.262424 | 0.474593 | 0.11151 | 0.272187 |
37 | 0.00025 | 0.545066 | 0.537278 | 0.263767 | 0.468086 | 0.10997 | 0.272704 |
38 | 0.00025 | 0.54574 | 0.537474 | 0.262734 | 0.461622 | 0.108432 | 0.274718 |
39 | 0.00025 | 0.544327 | 0.537286 | 0.263354 | 0.455317 | 0.106921 | 0.270999 |
40 | 0.00025 | 0.546627 | 0.53728 | 0.26387 | 0.449119 | 0.105439 | 0.273944 |
41 | 0.00025 | 0.544492 | 0.53725 | 0.263044 | 0.443015 | 0.103976 | 0.270173 |
42 | 0.00025 | 0.545309 | 0.537168 | 0.263147 | 0.436988 | 0.102531 | 0.27446 |
43 | 0.00025 | 0.546146 | 0.537172 | 0.262527 | 0.43102 | 0.101107 | 0.27353 |
44 | 0.00025 | 0.546964 | 0.537336 | 0.26418 | 0.42507 | 0.099683 | 0.276113 |
45 | 0.000125 | 0.545649 | 0.537443 | 0.263457 | 0.420355 | 0.098601 | 0.270586 |
46 | 0.000125 | 0.546324 | 0.537377 | 0.263354 | 0.417371 | 0.097915 | 0.273634 |
47 | 0.000125 | 0.545618 | 0.537285 | 0.264284 | 0.414508 | 0.097244 | 0.273065 |
48 | 0.000125 | 0.543826 | 0.53715 | 0.263457 | 0.411662 | 0.096575 | 0.270121 |
49 | 0.000125 | 0.543434 | 0.536912 | 0.26263 | 0.408866 | 0.095914 | 0.270947 |
50 | 0.000125 | 0.544801 | 0.536868 | 0.263147 | 0.406035 | 0.09525 | 0.275235 |
51 | 0.000125 | 0.543314 | 0.536744 | 0.26232 | 0.403199 | 0.094591 | 0.271722 |
52 | 0.000125 | 0.544771 | 0.536711 | 0.26263 | 0.400406 | 0.09394 | 0.272187 |
53 | 0.000125 | 0.544068 | 0.536753 | 0.26387 | 0.397591 | 0.093283 | 0.272032 |
54 | 0.000125 | 0.5448 | 0.536763 | 0.262734 | 0.394779 | 0.092625 | 0.270224 |
55 | 0.000125 | 0.54623 | 0.536801 | 0.262837 | 0.391953 | 0.091965 | 0.273789 |
56 | 0.000125 | 0.543377 | 0.536774 | 0.263354 | 0.389138 | 0.091308 | 0.273065 |
57 | 0.000125 | 0.543264 | 0.53664 | 0.262837 | 0.386408 | 0.090673 | 0.271877 |
58 | 0.000125 | 0.544976 | 0.536555 | 0.263044 | 0.383714 | 0.090046 | 0.272291 |
59 | 0.000125 | 0.544388 | 0.536563 | 0.262734 | 0.380961 | 0.089409 | 0.272962 |
60 | 0.000063 | 0.544826 | 0.536556 | 0.262734 | 0.378801 | 0.08892 | 0.273634 |
61 | 0.000063 | 0.544424 | 0.536575 | 0.262734 | 0.377398 | 0.088601 | 0.272239 |
62 | 0.000063 | 0.545242 | 0.536564 | 0.26294 | 0.376035 | 0.088284 | 0.274202 |
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