32 lines
902 B
Python
32 lines
902 B
Python
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import matplotlib.pyplot as plt
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def plot_accuracy(history) :
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plt.plot(history.history['acc'])
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plt.plot(history.history['val_acc'])
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plt.title('Model Accuracy over epochs')
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plt.ylabel('accuracy')
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plt.xlabel('epoch')
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plt.legend(['Training', 'Validation'], loc='upper left')
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plt.show()
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def plot_loss(history) :
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plt.plot(history.history['loss'])
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plt.plot(history.history['val_loss'])
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plt.title('Model loss over epochs')
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plt.ylabel('loss')
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plt.xlabel('epoch')
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plt.legend(['Training', 'Validation'], loc='upper left')
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plt.show()
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def plot_prf(history) :
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plt.plot(history.history['precision'])
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plt.plot(history.history['recall'])
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plt.plot(history.history['f1'])
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plt.title('P/R/F1 scores on validation set')
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plt.ylabel('score')
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plt.xlabel('epoch')
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plt.legend(['Precision', 'Recall', 'F1'], loc='upper left')
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plt.show()
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