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okeowo1014
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•
1990fd1
1
Parent(s):
dda3659
Update tr.py
Browse files
tr.py
CHANGED
@@ -36,11 +36,11 @@ model.fit(X_train, y_train, epochs=5, batch_size=2)
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loss, accuracy = model.evaluate(X_test, y_test)
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print(f'Accuracy: {accuracy * 100:.2f}%')
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# Save the model
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model.save('my_custom_text_classifier')
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# Later, load the model and make predictions
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loaded_model = tf.keras.models.load_model('my_custom_text_classifier')
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# Example prediction
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new_texts = ["I'm feeling great!", "This book is boring."]
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loss, accuracy = model.evaluate(X_test, y_test)
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print(f'Accuracy: {accuracy * 100:.2f}%')
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# Save the model with the correct filepath extension
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model.save('my_custom_text_classifier.h5')
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# Later, load the model and make predictions
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loaded_model = tf.keras.models.load_model('my_custom_text_classifier.h5')
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# Example prediction
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new_texts = ["I'm feeling great!", "This book is boring."]
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