Table 1 A confusion matrix for the defect prediction in testing datasets.

From: Degradation mechanism analysis of LiNi0.5Co0.2Mn0.3O2 single crystal cathode materials through machine learning

  

Predicted

  

Li vacancy

TM vacancy

TM interstitial

Lattice atom

Background

Actual

Li vacancy

420

0

0

0

57

TM vacancy

0

519

0

0

42

TM interstitial

0

0

540

0

60

Lattice atom

0

0

0

67536

708

Background

51

78

69

1488

0