exemples/01_predict_single_employee.json

{
  "description": "🔮 Exemple de prédiction unitaire - Prédit le risque de départ pour UN employé",
  "api_endpoint": "POST /predict",
  "authentication": "Header: X-API-Key: your-secret-key",
  "response_includes": [
    "prediction (0=Will Stay, 1=Will Leave)",
    "probability_stay",
    "probability_leave",
    "risk_level (Low/Medium/High)"
  ],
  "employee_data": {
    "nombre_participation_pee": 1,
    "nb_formations_suivies": 3,
    "nombre_employee_sous_responsabilite": 1,
    "distance_domicile_travail": 8,
    "niveau_education": 1,
    "domaine_etude": "Infra & Cloud",
    "ayant_enfants": "Y",
    "frequence_deplacement": "Frequent",
    "annees_depuis_la_derniere_promotion": 1,
    "annes_sous_responsable_actuel": 7,
    "satisfaction_employee_environnement": 3,
    "note_evaluation_precedente": 2,
    "niveau_hierarchique_poste": 2,
    "satisfaction_employee_nature_travail": 2,
    "satisfaction_employee_equipe": 4,
    "satisfaction_employee_equilibre_pro_perso": 3,
    "note_evaluation_actuelle": 4,
    "heure_supplementaires": "Non",
    "augementation_salaire_precedente": 23,
    "age": 49,
    "genre": "M",
    "revenu_mensuel": 5130,
    "statut_marital": "Marié(e)",
    "departement": "Consulting",
    "poste": "Assistant de Direction",
    "nombre_experiences_precedentes": 1,
    "nombre_heures_travailless": 80,
    "annee_experience_totale": 10,
    "annees_dans_l_entreprise": 10,
    "annees_dans_le_poste_actuel": 7
  },
  "curl_example": "curl -X POST http://localhost:8000/predict \\   -H 'X-API-Key: your-secret-key' \\   -H 'Content-Type: application/json' \\   -d @01_predict_single_employee.json"
}