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Table 2 AUC values and accuracies of the logistic regression models built on the three simplified and full model

From: Histone modifications involved in cassette exon inclusions: a quantitative and interpretable analysis

Variables in model

Measure

Gm12878

K562

H1-hESC

H3K36me3

AUC

0.68769

0.66035

0.70074

Accuracy

0.66372

0.65873

0.67458

H3K36me3+H3K9me3

AUC

0.70985

0.67759

0.71738

Accuracy

0.67382

0.66972

0.68834

H3K36me3+H3K9me3

AUC

0.71418

0.69225

0.7207

+H4K20me1

Accuracy

0.69024

0.67639

0.70843

Full model

AUC

0.72812

0.69831

0.73418

Accuracy

0.71885

0.68092

0.71069