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Table 8 Micro-averaged number of known classes and error. Means have been computed over all iterations from all cross-validation folds for every combination of dataset, classifier and query selection criteria

From: D-Confidence: an active learning strategy to reduce label disclosure complexity in the presence of imbalanced class distributions

Dataset

Classifier

ff.kc

c.kc

dc.kc

ff.e

c.e

dc.e

NG

SVM

19.2

18.6

19.1

0.631

0.629

0.612

R52

SVM

34.4

35.5

39.7

0.531

0.383

0.447