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metrics.txt
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metrics.txt
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Information for Resized
Epoch 200
Loss: 0.8895983080892168
Validation Loss: 0.9212141408987925
Accuracy: 0.7751479290293518
Validation Accuracy: 0.7304964539007093
Metrics for 火
Precision: 0.8571428571428571
Recall: 0.24
Metrics for 金
Precision: 0.9285714285714286
Recall: 0.5652173913043478
Metrics for 月
Precision: 0.8125
Recall: 0.325
Metrics for 水
Precision: 1.0
Recall: 0.025
Metrics for 土
Precision: 1.0
Recall: 0.020833333333333332
Metrics for 日
Precision: 0.7428571428571429
Recall: 0.6046511627906976
Metrics for 木
Precision: 0.8888888888888888
Recall: 0.8
**************************************************
Information for Sparse
Epoch 200
Loss: 0.07488673126336033
Validation Loss: 0.16657106565139818
Accuracy: 0.9822485207100592
Validation Accuracy: 0.9397163120567376
Metrics for 火
Precision: 0.9210526315789473
Recall: 0.875
Metrics for 金
Precision: 0.9523809523809523
Recall: 1.0
Metrics for 月
Precision: 0.9210526315789473
Recall: 0.9459459459459459
Metrics for 水
Precision: 0.9574468085106383
Recall: 0.9183673469387755
Metrics for 土
Precision: 0.972972972972973
Recall: 0.9
Metrics for 日
Precision: 1.0
Recall: 0.9285714285714286
Metrics for 木
Precision: 0.9393939393939394
Recall: 0.9117647058823529
**************************************************
Information for Noisy Sparse
Epoch 200
Loss: 0.14022722854416753
Validation Loss: 0.2188493995167685
Accuracy: 0.9609467455621302
Validation Accuracy: 0.9290780141843972
Metrics for 火
Precision: 0.9047619047619048
Recall: 0.95
Metrics for 金
Precision: 1.0
Recall: 0.9615384615384616
Metrics for 月
Precision: 0.9767441860465116
Recall: 0.9545454545454546
Metrics for 水
Precision: 0.9285714285714286
Recall: 0.8297872340425532
Metrics for 土
Precision: 0.9722222222222222
Recall: 0.9210526315789473
Metrics for 日
Precision: 0.9512195121951219
Recall: 0.9069767441860465
Metrics for 木
Precision: 0.9069767441860465
Recall: 0.8863636363636364
**************************************************
Information for All Mixed
Epoch 200
Loss: 0.12512670143110644
Validation Loss: 0.1833342167837259
Accuracy: 0.9696252465483235
Validation Accuracy: 0.9479905437352246
Metrics for 火
Precision: 1.0
Recall: 0.9727272727272728
Metrics for 金
Precision: 0.984375
Recall: 0.9618320610687023
Metrics for 月
Precision: 0.9203539823008849
Recall: 0.9203539823008849
Metrics for 水
Precision: 0.9823008849557522
Recall: 0.9173553719008265
Metrics for 土
Precision: 1.0
Recall: 0.9649122807017544
Metrics for 日
Precision: 0.9461538461538461
Recall: 0.917910447761194
Metrics for 木
Precision: 0.9454545454545454
Recall: 0.8455284552845529
**************************************************
Information for All Augmented
Epoch 200
Loss: 1.0334237036150118
Validation Loss: 0.8903756953300314
Accuracy: 0.6209072978774001
Validation Accuracy: 0.6725768324331189
Metrics for 火
Precision: 0.9824561403508771
Recall: 0.49122807017543857
Metrics for 金
Precision: 0.6149732620320856
Recall: 0.9504132231404959
Metrics for 月
Precision: 0.8947368421052632
Recall: 0.5714285714285714
Metrics for 水
Precision: 0.918918918918919
Recall: 0.5396825396825397
Metrics for 土
Precision: 1.0
Recall: 0.5826771653543307
Metrics for 日
Precision: 0.9054054054054054
Recall: 0.5929203539823009
Metrics for 木
Precision: 0.9838709677419355
Recall: 0.48412698412698413
**************************************************