Mai Chí Bảo commited on
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86f37e7
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unverified ·
1 Parent(s): eccd825

Delete sample_classification.py

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  1. sample_classification.py +0 -25
sample_classification.py DELETED
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- import numpy as np
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- from sklearn.linear_model import LogisticRegression
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-
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- # Generate random data
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- X = np.random.randint(0, 100, (1000, 2))
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- y = np.random.randint(0, 2, 1000)
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-
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- # Split the data into training and test sets
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- X_train = X[:750]
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- y_train = y[:750]
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- X_test = X[750:]
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- y_test = y[750:]
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-
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- # Create the classifier
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- clf = LogisticRegression()
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-
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- # Train the classifier
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- clf.fit(X_train, y_train)
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-
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- # Predict the labels of the test set
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- y_pred = clf.predict(X_test)
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-
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- # Evaluate the accuracy of the classifier
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- accuracy = np.mean(y_pred == y_test)
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- print("Accuracy:", accuracy)