2021-05-14 21:52:14 +02:00
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import csv
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2021-05-02 22:01:32 +02:00
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import pandas as pd
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2021-05-15 21:55:28 +02:00
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from tensorflow.keras.models import load_model
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2021-05-02 22:01:32 +02:00
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X_test = pd.read_csv('test.csv')
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2021-05-14 21:52:14 +02:00
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Y_test = X_test.pop('stabf')
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Y_test = pd.get_dummies(Y_test)
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2021-05-15 21:55:28 +02:00
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model = load_model('grid-stability-dense.h5')
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results = model.evaluate(X_test, Y_test, batch_size=64)
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2021-05-02 22:01:32 +02:00
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2021-05-14 21:52:14 +02:00
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with open('eval.csv', 'a', newline='') as fp:
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wr = csv.writer(fp, dialect='excel')
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wr.writerow(results)
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2021-05-02 22:01:32 +02:00
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