Text Classification
Scikit-learn
Joblib
Spanish
English
scikit-learn
institutional-grammar
institutional-statements
hierarchical-classification
regulatory-text
multilingual
Eval Results (legacy)
Instructions to use bravo-pena/ig-classifier-1.0 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Scikit-learn
How to use bravo-pena/ig-classifier-1.0 with Scikit-learn:
from huggingface_hub import hf_hub_download import joblib model = joblib.load( hf_hub_download("bravo-pena/ig-classifier-1.0", "sklearn_model.joblib") ) # only load pickle files from sources you trust # read more about it here https://skops.readthedocs.io/en/stable/persistence.html - Notebooks
- Google Colab
- Kaggle
| { | |
| "n_rows": 6496, | |
| "n_type_rows": 6233, | |
| "n_taxon_rows": 5673, | |
| "n_link_typ_rows": 4138, | |
| "type_classes": [ | |
| "AGG", | |
| "BOU", | |
| "CHO", | |
| "INF", | |
| "PAY", | |
| "POS", | |
| "SCO" | |
| ], | |
| "taxon_classes": [ | |
| "AGG.con", | |
| "AGG.nod", | |
| "AGG.pow.wei", | |
| "AGG.pro.agr.lac", | |
| "AGG.pro.con", | |
| "AGG.pro.for", | |
| "BOU.eli.mem", | |
| "BOU.eli.per.acq", | |
| "BOU.eli.per.asc", | |
| "BOU.eli.res", | |
| "BOU.ent.con", | |
| "BOU.ent.mul", | |
| "BOU.ent.pas", | |
| "BOU.ent.pro.ela", | |
| "BOU.ent.pro.fee", | |
| "BOU.ent.suc", | |
| "BOU.exi.con", | |
| "BOU.exi.pro.ela", | |
| "BOU.exi.pro.fee", | |
| "BOU.exi.tim", | |
| "CHO.act", | |
| "CHO.all.cri", | |
| "CHO.all.typ.eco", | |
| "CHO.all.typ.mat", | |
| "CHO.con.cri", | |
| "CHO.con.typ.act", | |
| "CHO.con.typ.eco", | |
| "CHO.con.typ.mat", | |
| "CHO.inf", | |
| "CHO.mee.par.att", | |
| "CHO.mee.par.beh", | |
| "CHO.mee.set.loc", | |
| "CHO.mee.set.tim.fre", | |
| "CHO.mee.set.tim.tim", | |
| "CHO.mee.set.typ", | |
| "CHO.mon", | |
| "INF.net.nod", | |
| "INF.net.sub.acc", | |
| "INF.set.cha", | |
| "INF.set.tim.fre", | |
| "INF.set.tim.tim", | |
| "PAY.cau.act", | |
| "PAY.con.rew", | |
| "PAY.con.san", | |
| "PAY.con.war", | |
| "PAY.cri", | |
| "PAY.typ.act", | |
| "PAY.typ.eco", | |
| "PAY.typ.leg", | |
| "PAY.typ.mat", | |
| "PAY.typ.pos", | |
| "POS.def", | |
| "POS.fun", | |
| "POS.num.low", | |
| "POS.num.upp", | |
| "SCO.def", | |
| "SCO.dom.act", | |
| "SCO.dom.leg", | |
| "SCO.dom.res", | |
| "SCO.dom.soc", | |
| "SCO.dom.spa", | |
| "SCO.dom.tem", | |
| "SCO.goa.act", | |
| "SCO.goa.out" | |
| ], | |
| "taxonomy_version": "V4.0", | |
| "run_id": "paso2_prototype_20260611", | |
| "date": "2026-07-01", | |
| "dataset_sha256": "226242b5a0e1135d", | |
| "sklearn": "1.9.0", | |
| "cv_type_macro_f1": 0.58 | |
| } |