reports/validation/millid_summary.json

{
  "top1_accuracy": 0.9577820504464577,
  "top3_accuracy": 0.9888874405266245,
  "top5_accuracy": 0.9932746203480415,
  "passages": 245488,
  "languages": 1626,
  "macro_precision": 0.9538820330004751,
  "macro_recall": 0.9590954075456577,
  "macro_f1": 0.9550536411106632,
  "macro_specificity": 0.9999740290832557,
  "weighted_f1": 0.9579611590588513,
  "median_f1": 0.9822485207100591,
  "languages_f1_at_least_0_9": 1435,
  "languages_f1_below_0_5": 8,
  "mean_fp_per_million": 25.97091674438312,
  "micro_f1": 0.9577820504464577,
  "top1_by_size": {
    "paragraph": 0.984960458955001,
    "sentence": 0.9788390119887341,
    "short": 0.9312356034595158
  }
}