Preventing Data Leakage with sklearn Pipeline | Abhishek Prajapati posted on the topic | LinkedIn
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Preventing Data Leakage with sklearn Pipeline | Abhishek Prajapati posted on the topic | LinkedIn
🔧 Day 14/100: sklearn Pipeline - All Steps Together! THE PROBLEM: python scaler = StandardScaler() X_train_scaled = scaler.fit_transform(X_train) X_test_scaled = scaler.transform(X_test) # Often forget! model = LogisticRegression() model.fit(X_train_scaled, y_train) Common mistakes: • scaler.fit(X_test) → DATA LEAKAGE! 😱 ...
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