candle-annotator/services/ml/mlruns/358560345319124639/d0e94986d065405eba735262265d0b50/params
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
..
class_weights fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
max_depth fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
min_samples_leaf fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
min_samples_split fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
model_type fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
n_classes fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
n_estimators fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
n_features fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
n_jobs fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
n_test_samples fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
n_train_samples fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
n_val_samples fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
random_state fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
split_method fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
test_split fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
train_samples_Bearish Engulfing fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
train_samples_Bullish Engulfing fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
train_samples_wedge_up fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
validation_split fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00