Evidential Distance-Based Classification
Classification of a test set by the evidential neural network classifi...
Training of a radial basis function classifier
Initialization of parameters for a Radial Basis Function classifier
Classification of a test set by a radial basis function classifier
Determination of optimal coefficients for computing weights of evidenc...
Determination of optimal coefficients for computing weights of evidenc...
Decision rules for evidential classifiers
Training of the EkNN classifier
Initialization of parameters for the EkNN classifier
Classification of a test set by the EkNN classifier
evclass: A package for evidential classification
Training of the evidential neural network classifier
Initialization of parameters for the evidential neural network classif...
Different evidential classifiers, which provide outputs in the form of Dempster-Shafer mass functions. The methods are: the evidential K-nearest neighbor rule, the evidential neural network, radial basis function neural networks, logistic regression, feed-forward neural networks.