Models & Artifacts

• random_forest_classifier.pkl — RandomForestClassifier
• cnn_model.h5 — Keras dense model
• knn_model.pkl — KNeighborsClassifier
• scaler.pkl — StandardScaler
• imputer.pkl — SimpleImputer

Prediction (auto-load)

from exobengal.exobengal import DetectExoplanet

m = DetectExoplanet()
print(m.random_forest([365.0, 1.0, 288.0, 1.0, 4.44, 5778, 0.1, 5.0, 100.0]))

Retraining behavior

• Each train_* overwrites its model and writes scaler.pkl and imputer.pkl.
• Move or rename artifacts beforehand if you want to keep previous versions.