Elimination of Noisy Samples in Regression Datasets using Noise Filters


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Documentation for package ‘regfilter’ version 1.0.3

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print.rfdata Print function for class rfdata
regAENN All-k Edited Nearest Neighbors for Regression
regAENN.default All-k Edited Nearest Neighbors for Regression
regAENN.formula All-k Edited Nearest Neighbors for Regression
regBBNR Blame Based Noise Reduction for Regression
regBBNR.default Blame Based Noise Reduction for Regression
regBBNR.formula Blame Based Noise Reduction for Regression
regCNN Condensed Nearest Neighbors for Regression
regCNN.default Condensed Nearest Neighbors for Regression
regCNN.formula Condensed Nearest Neighbors for Regression
regCVCF Cross-Validated Committees Filter for Regression
regCVCF.default Cross-Validated Committees Filter for Regression
regCVCF.formula Cross-Validated Committees Filter for Regression
regDF Dynamic Filter for Regression
regDF.default Dynamic Filter for Regression
regDF.formula Dynamic Filter for Regression
regEF Ensemble Filter for Regression
regEF.default Ensemble Filter for Regression
regEF.formula Ensemble Filter for Regression
regENN Edited Nearest Neighbors for Regression
regENN.default Edited Nearest Neighbors for Regression
regENN.formula Edited Nearest Neighbors for Regression
regFMF Fusion of Multiple Filters for Regression
regFMF.default Fusion of Multiple Filters for Regression
regFMF.formula Fusion of Multiple Filters for Regression
regGE Generalized Edition for Regression
regGE.default Generalized Edition for Regression
regGE.formula Generalized Edition for Regression
regHRRF Hybrid Repair-Remove Filter for Regression
regHRRF.default Hybrid Repair-Remove Filter for Regression
regHRRF.formula Hybrid Repair-Remove Filter for Regression
regIPF Iterative Partitioning Filter for Regression
regIPF.default Iterative Partitioning Filter for Regression
regIPF.formula Iterative Partitioning Filter for Regression
regIRF Iterative Robust Filter for Regression
regIRF.default Iterative Robust Filter for Regression
regIRF.formula Iterative Robust Filter for Regression
regRND Regressand Noise Detection for Regression
regRND.default Regressand Noise Detection for Regression
regRND.formula Regressand Noise Detection for Regression
regRNN Reduced Nearest Neighbors for Regression
regRNN.default Reduced Nearest Neighbors for Regression
regRNN.formula Reduced Nearest Neighbors for Regression
summary.rfdata Summary function for class rfdata