AI Regression Prediction App
No-code regression AutoML from raw CSV to explained predictions.
Upload data, clean automatically, train 15+ models, inspect SHAP/LIME explanations, and export production-ready reports.
Live AutoML
House Price · R² 0.91
Random Forest1st
XGBoost2nd
LightGBM3rd
ŷ = b₀ + b₁x₁ + … · SHAP-ready explanations
One workflow. Production polish.
From data quality checks to model export and REST prediction APIs.
Automatic AutoML
Train Linear, Tree, Boosting, SVM, KNN, and Neural Network regressors with optional Optuna tuning.
Interactive EDA
Plotly histograms, correlation heatmaps, residual diagnostics, learning curves, and feature importance.
Explain & export
SHAP/LIME contributions, PDF/Excel/HTML/PPT reports, Joblib/Pickle/ONNX model downloads.