GRADIENT BOOSTING TREES METHOD FOR PREDICTION OF PROTEIN HYDROGEN BOND STABILITY

P. Druzhkov, N. Y. Zolotykh


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Abstract

Gradient boosting trees method is used for prediction of hydrogen bond stability in protein molecule. This approach allows improving the prediction quality in comparison with the method [1] that uses single decision trees.


Keywords: decision trees, gradient boosting, hydrogen bond, protein

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