Spaces:
Sleeping
Sleeping
| # Features finales utilisées après preprocessing / encodage | |
| # → Colonnes réelles présentes dans X_train / X_test | |
| features_processed_full_columns: | |
| - Age | |
| - Weight (kg) | |
| - Height (m) | |
| - Gender_1.0 | |
| - Experience_Level | |
| - Difficulty Level | |
| - Workout_Frequency (days/week) | |
| - Water_Intake (liters) | |
| - Fat_Percentage | |
| - Session_Duration (hours) | |
| - Max_BPM | |
| - Avg_BPM | |
| - Resting_BPM | |
| # One-hot Workout_Type | |
| - Workout_Type_HIIT | |
| - Workout_Type_Strength | |
| - Workout_Type_Yoga | |
| # One-hot Body Part | |
| - Body Part_Arms | |
| - Body Part_Back | |
| - Body Part_Chest | |
| - Body Part_Forearms | |
| - Body Part_Legs | |
| - Body Part_Shoulders | |
| # One-hot Equipment Needed | |
| - Equipment Needed_Bench or Step | |
| - Equipment Needed_Bench or Sturdy Surface | |
| - Equipment Needed_Bench, Barbell | |
| - Equipment Needed_Box or Platform | |
| - Equipment Needed_Cable Machine | |
| - Equipment Needed_Cable Machine or Resistance Band | |
| - Equipment Needed_Dumbbells | |
| - Equipment Needed_Dumbbells or Barbell | |
| - Equipment Needed_Kettlebell | |
| - Equipment Needed_Low Bar or TRX | |
| - Equipment Needed_None or Dumbbell | |
| - Equipment Needed_None or Dumbbells | |
| - Equipment Needed_Parallel Bars or Chair | |
| - Equipment Needed_Pull-up Bar | |
| - Equipment Needed_Resistance Band | |
| - Equipment Needed_Resistance Band or Cable Machine | |
| - Equipment Needed_Step or Box | |
| - Equipment Needed_Wall | |
| # One-hot diet_type | |
| - diet_type_Paleo | |
| - diet_type_Low-Carb | |
| - diet_type_Vegetarian | |
| - diet_type_Keto | |
| - diet_type_Vegan | |
| # One-hot meal_type | |
| - meal_type_Lunch | |
| - meal_type_Dinner | |
| - meal_type_Snack | |
| features_processed_test: | |
| - Age | |
| - Weight (kg) | |
| - Height (m) | |
| - Gender_1.0 | |
| - Workout_Frequency (days/week) | |
| # - Fat_Percentage | |
| # One-hot Workout_Type | |
| - Workout_Type_HIIT | |
| - Workout_Type_Strength | |
| - Workout_Type_Yoga | |
| # # One-hot Body Part | |
| # - Body Part_Arms | |
| # - Body Part_Back | |
| # - Body Part_Chest | |
| # - Body Part_Forearms | |
| # - Body Part_Legs | |
| # - Body Part_Shoulders |