BMC Bioinformatics

Table 2 Performance of adaptor proteins classification with different methods

From: A lightweight classification of adaptor proteins using transformer networks

Methods	Cross validation					Independent test
Methods	Sensitivity	Specificity	Accuracy	AUC	MCC	Sensitivity	Specificity	Accuracy	AUC	MCC	AUPRC
SVM	0.397	0.934	0.881	0.818	0.332	0.426	0.932	0.881	0.806	0.353	0.342
CNN [11]	0.801	0.738	0.750	0.834	0.368	0.851	0.780	0.787	0.874	0.423	0.437
RNN [7]	0.812	0.751	0.757	0.853	0.373	0.856	0.798	0.804	0.893	0.446	0.462
Proposed	0.786	0.803	0.801	0.868	0.404	0.865	0.827	0.831	0.903	0.487	0.509

Bold indicates the best value per metric

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