An Intelligent Deep Learning Model for Adsorption Prediction

Table 7

Statistic metrics for the compared model with and without feature fusion.

	Model 1 [36] without the feature fusion	Model 1 [36] with feature fusion	Model 2 [37] without feature fusion	Model 2 [37] with feature fusion	Model 3 [31] without feature fusion	Model 3 [31] with feature fusion	Our proposed model with future fusion
Correctly classified	0.712	0.92	0.646	0.91	0.747	0.915	0.98
Incorrectly classified	0.288	0.08	0.364	0.09	0.374	0.085	0.02
Kappa coefficient (interqualitative reliability)	0.201	0.315	0.166	0.309	0.177	0.411	0.514
Mean square error	0.521	0.441	0.583	0.412	0.583	0.413	0.211