Regression Analysis, Aviation, Lasso Regression, Ridge Regression, Analytics.
struggle when faced with highly correlated features, potentially leading to instability in coefficient estimates. Outlier Sensitivity: Lasso is sensitive to outliers, which can negatively impact the model’s performance if not properly handled. Parameter Tuning: Selecting the appropriate value of