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Table 9 Comparison metrics with feature and encoded feature count

From: A machine learning platform for the discovery of materials

Name F \(\hbox {F}_{{E}}\) MAE RMSE \(\hbox {R}^{2}\) 99%
Single 1 100 0.079572 0.297179 0.914471 3.044744
Minimal 8 311 0.072204 0.300485 0.912558 3.212371
Maximal 20 348 0.082444 0.311686 0.905917 3.232445