On the Combination of Logistic Regression and Local Probability Estimates

Melanie Osl
2009 African Journal of Information & Communication Technology  
In this paper we give a survey of the combination of classifiers. We briefly describe basic principles of machine learning and the problem of classifier construction and review several approaches to generate different classifiers as well as established methods to combine different classifiers. Then, we introduce our novel approach to assess the appropriateness of different classifiers based on their characteristics for each test point individually
doi:10.5130/ajict.v5i2.1152 fatcat:te62fthrlbhrdm3e3ddg3pmgga