Comparison of tuned ensemble using SA and GA with untuned ensemble and AutoML.

Figshare2025-02-10 更新40

List of hyperparameters for decision tree-based ensemble learning method.

集成学习调优

决策树超参数

List of hyperparameters for decision tree-based ensemble learning method.

NIAID Data Ecosystem30

Simulation Results on the Effect of Ensemble on Data Imbalance

不平衡分类

集成学习调优

This dataset contains all the simulation results on the effect of ensemble models in dealing with data imbalance. The simulations are performed with sample size n=2000, number of variables p=200, and

NIAID Data Ecosystem00

List of hyperparameters for decision tree-based ensemble learning method.

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