Classification

The highest value

Accession number

Description

Characteristic

Fitting with logistic regression

Accuracy

0.6963

Distribution probability

Combined feature

0.6963

TANS770107

Normalized frequency of left-handed helix

Second structure feature

0.6963

FAUJ880109

Number of hydrogen bond donors

Second structure feature

Sensitivity

0.9819

FAUJ880111

Positive charge

Physicochemical feature

Specificity

0.2848

40 features

Amino acid omposition

0.2848

176 features

Physicochemical feature

0.2848

225 features

Second structure feature

Fitting with neural network

Accuracy

0.8631

Distribution probability

Combined feature

Sensitivity

1

24 features

Amino acid composition

1

68 features

Physicochemical feature

1

23 features

Second structure feature

Specificity

0.7269

Distribution probability

Combined feature

Delete-1 validation with neural network

Accuracy

0.6481

NADH010101

Hydropathy scale based on self-information values in the two-state model (5% accessibility)

Physicochemical feature

Sensitivity

1

RADA880106

Accessible surface area

Physicochemical feature

1

FASG760102

Melting point

Physicochemical feature

1

LEVM760104

Side chain torsion angle phi (AAAR)

Second structure feature

Specificity

0.4334

HUTJ700102

Absolute entropy

Physicochemical feature