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Table 12 Gap type classifier model performance metrics per class

From: A machine learning platform for the discovery of materials

Class Accuracy Recall Precision F-Score
Half metal 0.981922 0.588644 0.336201 0.427970
Insulator direct 0.967027 0.659524 0.567789 0.610228
Insulator direct, Spin Polarised 0.9967527 0.500000 0.459016 0.478632
Insulator indirect 0.957695 0.717451 0.678095 0.697218
Insulator Indirect, Spin Polarised 0.992452 0.498920 0.408127 0.448980
Metal 0.960757 0.965741 0.989014 0.977239