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Table 9 Classification performance with individual feature sets

From: Feature analysis for classification of trace fluorescent labeled protein crystallization images

Feature Set

Classifier

Norm

Acc

Pacc

Sensitivity

Adjusted sensitivity

Intensity

ID3

No

0.877

0.836

0.701

0.950

Region Otsu

BYS

Yes

0.751

0.702

0.622

0.915

Region G 90

SVM

Yes

0.864

0.818

0.676

0.944

Region G 99

SVM

Yes

0.882

0.838

0.723

0.944

Region Morph

BYS

Yes

0.738

0.717

0.580

0.994

Hough

SVM

Yes

0.841

0.737

0.235

0.906

Texture

ID3

Yes

0.822

0.778

0.605

0.877

DCT

BYS

Yes

0.691

0.647

0.480

0.775

Histogram

SVM

Yes

0.908

0.852

0.705

0.996