Table 4 Cross-validation and independent test results of SCM-based classifiers using initial-PS and optimized-PS.

From: A novel sequence-based predictor for identifying and characterizing thermophilic proteins using estimated propensity scores of dipeptides

Cross-validation

Feature

ACC

Sn

Sp

MCC

AUC

Tenfold CV

Initial-PS

0.844

0.858

0.829

0.688

0.910

optimized-PS

0.883

0.878

0.887

0.766

0.926

Independent test

Initial-PS

0.848

0.852

0.844

0.695

0.914

optimized-PS

0.865

0.849

0.881

0.731

0.925

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