metrics-which-is-better.yml

discovery:
  higher_is_better:
    - Acc
    - Accuracy
    - AUC
    - DAF
    - F1
    - Prec
    - Precision
    - R2
    - R<sup>2</sup> # need both R2 and HTML version for different parts of the code
    - Recall
    - TN
    - TNR
    - TP
    - TPR
  lower_is_better: [MAE, RMSE, FPR, FNR, FP, FN]

geo_opt:
  higher_is_better:
    - σ<sub>match</sub>
  lower_is_better:
    - RMSD
    - σ<sub>dec</sub>
    # - σ<sub>inc</sub> # unclear if lower symmetry increase is really better, could be model actually found a higher symmetry lower-energy structure than DFT optimizer
    - N<sub>ops,MAE</sub>

phonons:
  lower_is_better: [κ_SRME, κ<sub>SRME</sub>]
  higher_is_better: []