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{
"numeric_cols": [
"Height (cm)",
"Weight (kg)",
"BMI",
"Weekly consumption of vegetables (portions)",
"Weekly consumption of fruits (portions)",
"Weekly consumption of whole grains (portions)",
"Weekly consumption of animal proteins (portions)",
"Weekly consumption of plant proteins (portions)",
"Weekly consumption of dairy products (portions)",
"Weekly consumption of fermented foods (portions)",
"Daily water intake (liters)",
"Weekly frequency of physical activity (per week)",
"Average sleep hours (hours)",
"Stress level (1-10 scale)"
],
"categorical_cols": [
"Medical conditions",
"Medications in use",
"Residential Address",
"Previous gastrointestinal issues",
"Family history of diseases",
"Previous surgeries",
"Previous therapies",
"Frequency of bowel movements",
"Stool consistency (Bristol scale)",
"Presence of bloating",
"Presence of gas",
"Presence of abdominal pain",
"Difficult digestion",
"Known intolerances",
"Food allergies",
"Current diet",
"Alcohol consumption",
"Meal times",
"Physical activity type",
"Smoking status (Yes/No, quantity)",
"Recent use of antibiotics",
"Regular medications",
"Diagnosed conditions",
"Abdominal surgeries",
"Relevant family history",
"Probiotics",
"Prebiotics",
"Vitamins",
"Minerals",
"Other supplements",
"Current status of microbiota",
"Intestinal health indicators",
"Comparison with optimal values",
"Supplement Plan - Recommended products",
"Supplement Plan - Dosages and timings",
"Supplement Plan - Intake tracking",
"Supplement Plan - Automatic reminders",
"Meal Plan - Recommended/avoided foods",
"Weekly menu",
"Personalized recipes"
],
"output_dims": {
"BMI": 1,
"Intestinal health indicators": 5,
"Comparison with optimal values": 3
},
"target_cols": [
"BMI",
"Intestinal health indicators",
"Comparison with optimal values"
]
} |