diff --git a/TrainerClass.py b/TrainerClass.py index ffa37f8..b44d738 100644 --- a/TrainerClass.py +++ b/TrainerClass.py @@ -488,6 +488,7 @@ class eNoseTrainer: df.to_excel(f"{model_file}.search.xlsx", index=False) self.logger.info(f"Training Model {model_id} with {study.best_params}") + early_stopping = keras.callbacks.EarlyStopping(monitor='loss', patience=5, restore_best_weights=True, min_delta=0.0003) best_model.fit(X_train, Y_train, epochs=epochs, batch_size=best_batch_size, verbose=1, callbacks=[early_stopping]) @@ -578,7 +579,8 @@ class eNoseTrainer: df.to_excel(f"{model_file}.search.xlsx", index=False) self.logger.info(f"Training Model {model_id} with {study.best_params}") - early_stopping = keras.callbacks.EarlyStopping(monitor='loss', patience=5, restore_best_weights=True) + + early_stopping = keras.callbacks.EarlyStopping(monitor='loss', patience=5, restore_best_weights=True, min_delta=0.0003) best_model.fit(X_train, Y_train, epochs=epochs, batch_size=best_batch_size, verbose=1, callbacks=[early_stopping]) best_model.save(f"{model_file}.keras")