Evidential Distance-Based Classification


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Documentation for package ‘evclass’ version 2.0.2

Help Pages

calcAB Determination of optimal coefficients for computing weights of evidence in logistic regression
calcm Determination of optimal coefficients for computing weights of evidence in logistic regression
decision Decision rules for evidential classifiers
EkNNfit Training of the EkNN classifier
EkNNinit Initialization of parameters for the EkNN classifier
EkNNval Classification of a test set by the EkNN classifier
evclass evclass: A package for evidential classification
glass Glass dataset
ionosphere Ionosphere dataset
proDSfit Training of the evidential neural network classifier
proDSinit Initialization of parameters for the evidential neural network classifier
proDSval Classification of a test set by the evidential neural network classifier
RBFfit Training of a radial basis function classifier
RBFinit Initialization of parameters for a Radial Basis Function classifier
RBFval Classification of a test set by a radial basis function classifier
vehicles Vehicles dataset