Table 5 Performance comparison of our predictor with other predictors on the ATP-17 test set.

From: Accurate prediction of protein–ATP binding sites based on a protein pretrained large language model and a fractional-order convolutional neural network

Predictor

Acc

Sen

Spe

Pre

MCC

AUC

AUPRC

ATPint

0.655

0.512

0.66

0.051

0.066

0.606

0.633

ATPsite

0.969

0.367

0.9 91

0.587

0.451

0.868

0.482

NsitePred

0.967

0.46

0.985

0.528

0.476

0.875

0.622

TargetATPsite

0.972

0.458

0.991

0.543

0.530

0.882

0.603

TargetATP

0.969

0.489

0.989

0.497

0.542

0.912

0.611

PFDCNN

0.990

0.391

0.997

0.642

0.497

0.965

0.561

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