An Intelligent Deep Learning Model for Adsorption Prediction

Table 6

Recall, precision, and -measure metric comparison.

Models	Results			Enhancement of our proposed regarding other adsorption prediction models
	Recall	Precision	-measure	Recall	Precision	-measure
Model 1 scikit machine learning model [36]	0.91	0.92	0.91	+5.59%	+6.52%	+6.59%
Model 2 interpretable machine learning model [37]	0.92	0.91	0.92	+4.35%	+7.67%	+6.59%
Model 3 light gradient boosting machine [31]	0.92	0.915	0.93	+4.35%	+7.10%	+4.30%
Our proposed model	0.96	0.98	0.97	—	—	—