Commit graph

2 commits

Author SHA1 Message Date
Marko Djordjevic
69634909d1 fix: correct timestamp/boolean types for PostgreSQL schema (Date not int, bool not 0/1) 2026-02-17 22:50:31 +01:00
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