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What role does feature engineering play in machine learning? Transforming Raw Data to Create Relevant Features for Model Training Fabricating False Data for Model Training

"What role does feature engineering play in machine learning?"
Transforming Raw Data to Create Relevant Features for Model Training
Fabricating False Data for Model Training
Facilitating External Input for Model Predictions
Filtering Outliers from the Dataset
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