{
  "normalization": "ncm_classifier.text.normalize.normalize_text",
  "applied_by": "both TF-IDF vectorizers of the pipeline (preprocessor)",
  "steps": [
    "Unicode NFKC, lowercase, accents removed",
    "fertilizer formulas standardized (NPK 20 05 20 -> npk 20-05-20)",
    "decimal commas, units and abbreviations standardized",
    "punctuation and extra spaces removed"
  ],
  "rule_31_05": {
    "module": "ncm_classifier.rules.small_package",
    "applied_after": "calibration",
    "limit_kg": 10.0,
    "target": "3105"
  },
  "package": "ncm-classifier @ git+https://github.com/amanda-gondra/ncm-classifier@v0.1.0"
}