An Intelligent Deep Learning Model for Adsorption Prediction

Figure 9

Prediction using scalable boosting tree model (a), gradient decision model (b), gradient variant decision tree model (c), and our proposed model Fusion matrix deep learning model (d). The red color represents 96% confidence of the regression for the test items. The black line is the equality line (). The prediction accuracy of the models followed comparable trends but with diffused accuracy.

(a)

(b)

(c)

(d)