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hyperparameter_tuning_results_stem.txt
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hyperparameter_tuning_results_stem.txt
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--------------------------------------------------------------------------------------------
f1-score of 0.918234482545594
Learning Rate: 0.003
Hidden Layers: 10
Batch Size: 8
Maximum Epochs: 7
--------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------
f1-score of 0.939280697131209
Learning Rate: 0.003
Hidden Layers: 10
Batch Size: 8
Maximum Epochs: 10
--------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------
f1-score of 0.9289550427885277
Learning Rate: 0.003
Hidden Layers: 10
Batch Size: 16
Maximum Epochs: 7
--------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------
f1-score of 0.9389207539240968
Learning Rate: 0.003
Hidden Layers: 10
Batch Size: 16
Maximum Epochs: 10
--------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------
f1-score of 0.9196121221234395
Learning Rate: 0.003
Hidden Layers: 20
Batch Size: 8
Maximum Epochs: 7
--------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------
f1-score of 0.9197472672499662
Learning Rate: 0.003
Hidden Layers: 20
Batch Size: 8
Maximum Epochs: 10
--------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------
f1-score of 0.9076740275522992
Learning Rate: 0.003
Hidden Layers: 20
Batch Size: 16
Maximum Epochs: 7
--------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------
f1-score of 0.9266095957074035
Learning Rate: 0.003
Hidden Layers: 20
Batch Size: 16
Maximum Epochs: 10
--------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------
f1-score of 0.909989196981408
Learning Rate: 0.001
Hidden Layers: 10
Batch Size: 8
Maximum Epochs: 7
--------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------
f1-score of 0.9347851138594663
Learning Rate: 0.001
Hidden Layers: 10
Batch Size: 8
Maximum Epochs: 10
--------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------
f1-score of 0.9045080485074384
Learning Rate: 0.001
Hidden Layers: 10
Batch Size: 16
Maximum Epochs: 7
--------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------
f1-score of 0.9154676077746151
Learning Rate: 0.001
Hidden Layers: 10
Batch Size: 16
Maximum Epochs: 10
--------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------
f1-score of 0.9015387934937251
Learning Rate: 0.001
Hidden Layers: 20
Batch Size: 8
Maximum Epochs: 7
--------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------
f1-score of 0.9138943713400681
Learning Rate: 0.001
Hidden Layers: 20
Batch Size: 8
Maximum Epochs: 10
--------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------
f1-score of 0.886941789573368
Learning Rate: 0.001
Hidden Layers: 20
Batch Size: 16
Maximum Epochs: 7
--------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------
f1-score of 0.8875546516536982
Learning Rate: 0.001
Hidden Layers: 20
Batch Size: 16
Maximum Epochs: 10
--------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------
--------------------------------------------BEST--------------------------------------------
--------------------------------------------------------------------------------------------
f1-score of 0.939280697131209
Learning Rate: 0.003
Hidden Layers: 10
Batch Size: 8
Maximum Epochs: 10
--------------------------------------------------------------------------------------------
--------------------------------------------BEST--------------------------------------------
--------------------------------------------------------------------------------------------