candle-annotator/services/ml/mlruns/358560345319124639/a2f904f7eb8044308f8edec396a77c4e/metrics
Marko Djordjevic aa81d4f3d0 fix(ml): complete ML pipeline fixes and setup
- Fix CCI indicator to use HLC prices instead of close only
- Parse datetime column when loading enriched CSV
- Strip timezone from annotation timestamps
- Fix TA-Lib pattern names (CDL3WHITESOLDIERS, CDL3BLACKCROWS)
- Exclude programmatic label columns from training features
- Fix classification report to handle missing classes
- Update MLflow tracking to use localhost:5000
- Grant PostgreSQL permissions to ml_user

Pipeline now runs successfully end-to-end:
- Feature engineering: 2543 rows, 31 columns
- Annotation ingestion: 286 samples
- Training: 89.47% test accuracy with Random Forest
2026-02-15 21:29:54 +01:00
..
test_accuracy fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
test_f1_Bearish Engulfing fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
test_f1_Bullish Engulfing fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
test_f1_macro fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
test_f1_wedge_up fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
test_f1_weighted fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
test_precision_Bearish Engulfing fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
test_precision_Bullish Engulfing fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
test_precision_wedge_up fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
test_recall_Bearish Engulfing fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
test_recall_Bullish Engulfing fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
test_recall_wedge_up fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
val_accuracy fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
val_f1_macro fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
val_f1_weighted fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00