Method

Input data

Accuracy

Overall

LUAD

LUSC

meta

normal

CNN + SVM

Original * 3

0.844

0.720

0.889

0.893

0.875

Transfer Learning

Original * 3

0.874

0.807

0.928

0.934

0.827

Proposed Method

LL+ HL + LH

0.919

0.882

0.927

0.958

0.906

LL+ HH + HH

0.907

0.861

0.913

0.953

0.900

LL+ LL + HH

0.910

0.869

0.913

0.943

0.914

LL+ LL + LL

0.909

0.864

0.936

0.920

0.914

LH+HL + HH

0.906

0.857

0.923

0.932

0.910