trAIn.me_v3 / src /config /features.yaml
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# Features réellement utilisées dans ton pipeline ML
selected_features_full_columns:
# Target
- Calories_Burned
# Core features
- Age
- Gender
- Weight (kg)
- Height (m)
- Max_BPM
- Avg_BPM
- Resting_BPM
- Session_Duration (hours)
- Experience_Level
- Workout_Type
- Difficulty Level
- Body Part
- Equipment Needed
- Workout_Frequency (days/week)
- Water_Intake (liters)
- Fat_Percentage
- diet_type
- meal_type
selected_features_test:
# Target
- Experience_Level
# Core features
- Age
- Gender
- Weight (kg)
- Height (m)
- Workout_Frequency (days/week)
- Workout_Type
# - Body Part
# - Fat_Percentage
# Colonnes optionnelles présentes dans certains datasets
# Gardées ici pour un usage futur (Transfer Learning / Data Augmentation)
optional_features:
- BMI
- sugar_g
- sodium_mg
- cholesterol_mg
- serving_size_g
- Name of Exercise
- Sets
- Reps
- Target Muscle Group
- Type of Muscle
- Benefit
- rating
- cooking_method
- prep_time_min
- cook_time_min