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{
"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"
}
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