Model Training & Cross-Validation

KiteML automates model training using stratified k-fold cross-validation across a candidate algorithm suite.

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1. Supported Model Algorithms

• Classification: Logistic Regression, Random Forest Classifier, Gradient Boosting Classifier, LightGBM.
• Regression: Ridge Regression, Random Forest Regressor, Gradient Boosting Regressor, LightGBM Regressor.

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2. Programmatic Training

from kiteml import train

result = train(data="housing.csv", target="price", problem_type="regression")
print(result.summary())