Cost-Sensitive Multi-Criteria Ensemble Selection for Uncertain Cost Conditions

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Documentation for package ‘CSMES’ version 1.0.1

• DESCRIPTION file.

Help Pages

BFP	Business failure prediction demonstration data set
brierCurve	Calculates Brier Curve
CSMES.ensNomCurve	CSMES Training Stage 2: Extract an ensemble nomination curve (cost curve- or Brier curve-based) from a set of Pareto-optimal ensemble classifiers
CSMES.ensSel	CSMES Training Stage 1: Cost-Sensitive Multicriteria Ensemble Selection resulting in a Pareto frontier of candidate ensemble classifiers
CSMES.predict	CSMES scoring: generate predictions for the optimal ensemble classifier according to CSMES in function of cost information.
CSMES.predictPareto	Generate predictions for all Pareto-optimal ensemble classifier candidates selected through CSMES
plotBrierCurve	Plots Brier Curve