Hackers RealmJul 8, 20234 minFeature Selection using Recursive Feature Elimination | Machine Learning | PythonRecursive Feature Elimination (RFE) is a feature selection technique used to select the most relevant features from a given dataset
Hackers RealmJun 21, 20235 minFeature Selection using Chi Square (Category) | Machine Learning | PythonChi-square is a statistical method used to identify and select the most relevant features or variables from a dataset
Hackers RealmJun 21, 20233 minFeature Selection using Correlation Matrix (Numerical) | Machine Learning | PythonThe correlation matrix measures the linear relationship between pairs of features in a dataset. A correlation value ranges from -1 to 1.
Hackers RealmJun 21, 20236 minNormalize data using Max Absolute & Min Max Scaling | Machine Learning | PythonNormalizing data is a common preprocessing step in machine learning. Commonly used normalization methods are Max Absolute and MinMax Scaling