Quantile Random Forest

method = 'qrf'

Type: Regression

Tuning Parameters: mtry (#Randomly Selected Predictors)

Quantile Regression Neural Network

method = 'qrnn'

Type: Regression

Tuning Parameters: n.hidden (#Hidden Units), penalty ( Weight Decay), bag (Bagged Models?)

Robust Linear Discriminant Analysis

method = 'Linda'

Type: Classification

No Tuning Parameters

Robust Linear Model

method = 'rlm'

Type: Regression

No Tuning Parameters

Robust Regularized Linear Discriminant Analysis

method = 'rrlda'

Type: Classification

Tuning Parameters: lambda (Penalty Parameter), hp (Robustness Parameter), penalty (Penalty Type)

Robust SIMCA

method = 'RSimca'

Type: Classification

No Tuning Parameters

SIMCA

method = 'CSimca'

Type: Classification

No Tuning Parameters