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Load Dataset - Coggle Diagram
Load Dataset
Remove Constant and Quasi Constant Features
Remove Duplicate features and retain one among them
Univariate Feature Selection
ANOVA F-Value
ANOVA F-Value Rank
Mean Absolute Difference
Mean Absolute Difference Rank
PP Score
PP Score Rank
Mutual Info Coefficient
Mutual Info Co-efficient Rank
Chi-square P-value
Chi-Square Value Rank
Mean Absolute Correlation
Mean Absolute Correlation Rank
T-Stat Value
T Stat Value Rank
PBS Correlation Score
PBS Correlation Rank
Remove Low Variance and Low Correlated features
Categorical encoding of features
Handle Object data type columns