🔭 Exoplanet Classification Explorer

This app is a Gradio UI built directly from your original predict_explain.py. Enter numeric & categorical features and get the ensemble prediction plus SHAP & TabNet importances.

Orbital period of the exoplanet (in days)

Time for the planet to complete one orbit around its star.

Transit duration (in hours)

Time taken by the planet to pass in front of the star.

Transit depth (ppm or relative flux)

Brightness decrease during transit, linked to planet size.

Planet radius (in Earth radii, R⊕)

The physical size of the exoplanet.

Equilibrium temperature (Kelvin)

Estimated temperature assuming blackbody radiation.

Insolation flux (relative to Earth, S⊕)

Stellar energy received compared to Earth.

Stellar effective temperature (Kelvin)

Surface temperature of the host star.

Stellar surface gravity (log10 cm/s²)

Describes the star’s gravity and structure.

Stellar radius (in Solar radii, R☉)

Size of the star compared to the Sun.

Right Ascension (degrees)

Celestial coordinate for the star’s sky position.

Declination (degrees)

Celestial coordinate for the star’s sky position.

Source ID (e.g., 'Kepler-22', 'TIC12345')

Mission code ('KEPLER', 'TESS', or 'K2')

Feature Contributions (CatBoost SHAP + TabNet)