Transductive and Inductive Conformal Predictions for Classification Problems
A Conformal Prediction R Package for Classification
Plots the calibration plot
Computes efficiency of a conformal predictor, which is defined as the ...
Computes error rate of a conformal predictor, which is defined as the ...
Computes observed fuzziness, which is defined as the sum of all p-valu...
Computes the deviation from exact validity as the Euclidean norm of th...
Fits the model and returns the fitted model
Class-conditional Inductive conformal classifier for multi-class probl...
Class-conditional transductive conformal classifier for multi-class pr...
Class-conditional transductive conformal classifier for multi-class pr...
Fits the model and computes p-values
Implementation of transductive conformal prediction (see Vovk, 2013, <doi:10.1007/978-3-642-41142-7_36>) and inductive conformal prediction (see Balasubramanian et al., 2014, ISBN:9780124017153) for classification problems.