Robust Tuning and Training for Cross-Source Prediction

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Documentation for package ‘RobustPrediction’ version 0.1.7

• DESCRIPTION file.

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RobustPrediction-package	Package Title: Robust Tuning and Training for Cross-Source Prediction
RobustPrediction	Package Title: Robust Tuning and Training for Cross-Source Prediction
sample_data_extern	Sample External Validation Data Subset
sample_data_train	Sample Training Data Subset
tuneandtrain	Tune and Train Classifier
tuneandtrainExt	Tune and Train Classifier by Tuning Method Ext
tuneandtrainExtBoost	Tune and Train External Boosting
tuneandtrainExtLasso	Tune and Train External Lasso
tuneandtrainExtRF	Tune and Train External Random Forest
tuneandtrainExtRidge	Tune and Train External Ridge
tuneandtrainExtSVM	Tune and Train External SVM
tuneandtrainInt	Tune and Train by tuning method Int
tuneandtrainIntBoost	Tune and Train Internal Boosting
tuneandtrainIntLasso	Tune and Train Internal Lasso
tuneandtrainIntRF	Tune and Train Internal Random Forest
tuneandtrainIntRidge	Tune and Train Internal Ridge
tuneandtrainIntSVM	Tune and Train Internal SVM
tuneandtrainRobustTuneC	Tune and Train Classifier by Tuning Method RobustTuneC
tuneandtrainRobustTuneCBoost	Tune and Train RobustTuneC Boosting
tuneandtrainRobustTuneCLasso	Tune and Train RobustTuneC Lasso
tuneandtrainRobustTuneCRF	Tune and Train RobustTuneC Random Forest
tuneandtrainRobustTuneCRidge	Tune and Train RobustTuneC Ridge
tuneandtrainRobustTuneCSVM	Tune and Train RobustTuneC Support Vector Machine (SVM)