Feature Scaling in Machine Learning
Feature Scaling in Machine Learning Introduction Feature scaling is a crucial step in the data preprocessing stage of machine learning. It ensures that all numerical features in the dataset have….
Tag: Skewed Data
Imbalanced Data Handling
Handling Imbalanced Data in Machine Learning Introduction Imbalanced data occurs when the distribution of classes in a dataset is highly skewed, meaning one class has significantly more samples than the….