Robust Tuning and Training for Cross-Source Prediction


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Documentation for package ‘RobustPrediction’ version 0.1.7

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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)