Fake Profile Detector
ML-powered detection across 10 social platforms using an ensemble of Random Forest, XGBoost, and SVM.
RF+XGB+SVM Ensemble
SHAP Explainability
Anomaly Detection
10
Models Trained
10
Platforms
3
ML Models
REST
API Ready
Select a Platform
Ready = model trained Untrained = needs training
Ensemble ML
RF + XGBoost + SVM voting classifier for higher accuracy and robustness than any single model. Calibrated probabilities via Platt scaling.
SHAP Explainability
Every prediction explained by SHAP values — understand exactly which features drove the model's decision. No black box.
Live API Lookup
Fetch GitHub and Reddit profiles in real time — auto-fill form data from live public APIs. No manual data entry needed.