Fast Cross-validation for Multi-penalty High-dimensional Ridge Regression
Fast Cross-validation for Multi-penalty High-dimensional Ridge Regression
High-dimensional prediction with multiple data types needs to account for potentially strong differences in predictive signal. Ridge regression is a simple model for high-dimensional data that has challenged the predictive performance of many more complex models and learners, and that allows inclusion of data type-specific penalties. The largest challenge for …