iPTT(2 L)-CNN: A Two-Layer Predictor for Identifying Promoters and Their Types in Plant Genomes by Convolutional Neural Network

Table 3

Comparison of the current existing model using 10-fold crossvalidation for classifying TATA and TATA-less promoters.

Species	Type	Predictor	Sn (%)	Sp (%)	Acc (%)	Mcc
Arabidopsis	TATA	iPTT(2 L)-CNN	95.99	97.74	97.14	0.9366
		CNNProm	95.00	97.00	96.11	0.91
	TATA-less	iPTT(2 L)-CNN	94.55	96.37	95.74	0.9065
		CNNProm	94.00	94.00	93.77	0.8600
Mouse	TATA	iPTT(2 L)-CNN	95.52	97.68	97.08	0.9279
		CNNProm	97.00	97.00	97.10	0.93
	TATA-less	iPTT(2 L)-CNN	89.11	95.94	92.91	0.8513
		CNNProm	88.00	94.00	91.75	0.83