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Relationship between IV and CV accuracies for two-class (a) and three-class (b) classification. The respective ZeroR benchmarks for CV and IV are shown as black lines. (CV: cross-validation, IV: independent validation, LDA: linear discriminant analysis, FSFS: forward sequential feature selection, PCA: principal component analysis, Stats: statistics, BSFS: backwards sequential feature selection.).
