Table 5 TOPSIS analysis results for CNN models.

From: FPA-based weighted average ensemble of deep learning models for classification of lung cancer using CT scan images

Model

\(D_i^+\)

\(D_i^-\)

Relative closeness

FPA-weighted

0.000000

0.106076

1.000000

ABC-weighted

0.010645

0.096383

0.900540

BO-weighted

0.019332

0.086833

0.817904

InceptionV3

0.023965

0.082211

0.774291

VGG16

0.024622

0.081808

0.768653

ACO-weighted

0.033970

0.072211

0.680074

ResNet101V2

0.035719

0.070545

0.663867

MobileNet

0.039136

0.067461

0.632857

PSO-weighted

0.044651

0.061788

0.580501

Densenet121

0.068638

0.038182

0.357441

Xception

0.106076

0.000000

0.000000

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