Ensemble Learning Based Classification Algorithm Recommendation

no code implementations • 15 Jan 2021 • Guangtao Wang, Qinbao Song, Xiaoyan Zhu

Recommending appropriate algorithms to a classification problem is one of the most challenging issues in the field of data mining.

Classification Ensemble Learning +1

A Feature Subset Selection Algorithm Automatic Recommendation Method

no code implementations • 4 Feb 2014 • Guangtao Wang, Qinbao Song, Heli Sun, Xueying Zhang, Baowen Xu, Yuming Zhou

The performance of the candidate FSS algorithms is evaluated by a multi-criteria metric that takes into account not only the classification accuracy over the selected features, but also the runtime of feature selection and the number of selected features.

feature selection General Classification +1