Table 4 Database precision.

From: Magnetic and superconducting phase diagrams and transition temperatures predicted using text mining and machine learning

Record type

Precision

Curie temperature records

86.0%

Néel temperature records

81.0%

Superconducting critical temperature records

78.0%

Combined

81.67%

  1. Precision of the phase-transition records was based on a random sample of 300 records (100 Curie, 100 Néel and 100 superconductivity).