Tag : python

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Assuming you want to predict the ‘SalePrice’ target variable based on other features Extract features (X) and target variable (y) X = data.drop(columns=[‘SalePrice’]) # Assuming ‘SalePrice’ is the target variable y = data[‘SalePrice’] Perform train-test split X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42) Standardize features scaler = StandardScaler() X_train_scaled = scaler.fit_transform(X_train) X_test_scaled = ..

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