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Commit History
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Fix feature engineering: proper naming and robust feature completion
- Fixed temporal feature names: dayofyear -> day_of_year, weekofyear -> week_of_year - Ensures ALL expected features exist before preprocessing (adds missing with default 0) - Removes conditional logic that caused feature shape mismatches - Scaler/imputer now receive exactly the features they expect - Prevents 'Feature names seen at fit time, yet now missing' errorsd49cb64 -
Fix typo: IRRITABLITY -> IRRITABILITY in symptom fields
0c3974e -
fixes to warnings
450368b -
first commit
4276a62