{"message":"Chronic Absenteeism Prediction API with Brightspot/Hotspot Detection","version":"2.0.0","status":"healthy","model":"CatBoost Regressor","model_type":"regression","prediction_approach":"Regression → Classification → Trend Analysis","trend_window_days":7,"features":{"hotspot_detection":true,"brightspot_detection":true,"trend_analysis":true,"historical_tracking":true},"endpoints":{"health":"/health","model_info":"/model/info","predict":"/predict (POST - requires JWT)","predict_batch":"/predict/batch (POST - requires JWT)","predict_from_features":"/predict/from-features (POST - testing only)","student_history":"/predict/history/{student_id} (GET - requires JWT)","brightspots":"/analytics/brightspots (GET - requires JWT)","hotspots":"/analytics/hotspots (GET - requires JWT)","school_brightspots":"/analytics/brightspots/school (GET - requires JWT)","school_hotspots":"/analytics/hotspots/school (GET - requires JWT)","organization_brightspots":"/analytics/brightspots/organization (GET - requires JWT)","organization_hotspots":"/analytics/hotspots/organization (GET - requires JWT)","user_brightspots":"/analytics/brightspots/user (GET - requires JWT)","user_hotspots":"/analytics/hotspots/user (GET - requires JWT)","trend_summary":"/analytics/trends (GET - requires JWT)","docs":"/docs"}}