This repository contains all analysis code for the paper: preprocessing, model training, hyperparameter tuning (including the reproducible Optuna scripts that regenerate the tuned Random Forest and ...
Download optuna study to organize experiments, compare runs, and streamline model search with a flexible open-source optimization framework. Build smarter ML workflows with optuna python support, ...
Abstract: In this paper, a privacy-conscious model of heart disease (HD) prediction will be provided based on Horizontal Federated Learning and Optuna-optimized gradient boosting models. CatBoost, ...
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