Commit 2ca445de authored by Florian RICHOUX's avatar Florian RICHOUX

LSTM results with 24 AA

parent 80e6eeea
File lstm32_3conv3_2dense_shared_2019-01-08_09:06_gpu-0-1_adam_0.001_2048_300_AA24_mirror-double_test-val.txt
lstm32_3conv3_2dense_shared, epochs=300, batch=2048, optimizer=adam, learning rate=0.001, patience=300
Test loss: 0.28633727524807867
Test accuracy: 0.8899728130116075
Number of 0 predicted: 6386
Number of 1 predicted: 6120
Test precision: 0.8892353134230391
Test recall: 0.8854575163398692
Test F1-score: 0.8873423939741281
File lstm32_3conv3_2dense_shared_2019-01-08_09:08_gpu-0-1_adam_0.001_2048_277_AA24_test-mirror-double_train-val.txt
lstm32_3conv3_2dense_shared, epochs=277, batch=2048, optimizer=adam, learning rate=0.001, patience=277
Number of training samples: 103542
Test loss: 0.8741764439476861
Test accuracy: 0.7833333333333333
Number of 0 predicted: 534
Number of 1 predicted: 186
Test precision: 0.5576923076923077
Test recall: 0.7795698924731183
Test F1-score: 0.6502242152466368
File lstm32_3conv3_2dense_shared_2019-01-08_09:09_gpu-1-1_adam_0.001_2048_300_AA24_mirror-medium_test-val.txt
lstm32_3conv3_2dense_shared, epochs=300, batch=2048, optimizer=adam, learning rate=0.001, patience=300
Test loss: 0.3576322365357526
Test accuracy: 0.8590703478861368
Number of 0 predicted: 6897
Number of 1 predicted: 5925
Test precision: 0.8295454545454546
Test recall: 0.8747679324894515
Test F1-score: 0.8515567238971495
File lstm32_3conv3_2dense_shared_2019-01-08_09:12_gpu-1-1_adam_0.001_2048_163_AA24_test-mirror-medium_train-val.txt
lstm32_3conv3_2dense_shared, epochs=163, batch=2048, optimizer=adam, learning rate=0.001, patience=163
Number of training samples: 97926
Test loss: 0.37913791041960293
Test accuracy: 0.8623301577292511
Number of 0 predicted: 6317
Number of 1 predicted: 6489
Test precision: 0.8791720154043645
Test recall: 0.8443519802743104
Test F1-score: 0.8614102664884836
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