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Table 4 Contribution ratio of each feature in sequence-based model on 10-fold cross-validation test

From: Rigorous assessment and integration of the sequence and structure based features to predict hot spots

Excluded feature

P

R

F1

ΔF1

SE

0.63

0.62

0.62

-0.03

ECS

0.62

0.67

0.64

-0.01

PSSM

0.62

0.64

0.62

-0.03

Phy

0.61

0.58

0.59

-0.06

  1. SE means sequence entropy; ECS denotes evolutionary conservation score; PSSM is the abbreviation of Position-Specific Scoring Matrix; and Phy means physicochemical features.
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BMC Bioinformatics

ISSN: 1471-2105

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