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bobbywlindsey/perceptron-predict-first-sample.py

Created October 7, 2019 21:30
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Predict first sample with perceptron
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perceptron-predict-first-sample.py
weights = initialize_weights(train_data.shape[1])
vector = train_data.loc[0].values
label = train_label.loc[0]
prediction = predict(vector, weights, 'step')
error = label - prediction
print(f'Prediction: {prediction}, Label: {label}, Error: {error}')
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