Oblique Random Forest

method = 'ORFridge'

Type: Classification

Tuning Parameters: mtry (#Randomly Selected Predictors)

Ridge Regression with Variable Selection

method = 'foba'

Type: Regression

Tuning Parameters: k (#Variables Retained), lambda (L2 Penalty)

• Links

  train Model List

• Topics

  • Data Sets
  • Visualizations
  • Pre-Processing
  • Data Splitting
  • Miscellaneous Model Functions
  • Model Training and Tuning
  • train Model List
  • train Models By Tag
  • train Models By Similarity
  • Using Custom Models
  • Variable Importance
  • Feature Selection
  • Other Functions
  • Parallel Processing