Výsledky vyhledávání - "Thombre, Amit"

Report

Comparison of decision trees with Local Interpretable Model-Agnostic Explanations (LIME) technique and multi-linear regression for explaining support vector regression model in terms of root mean square error (RMSE) values

Autor: Thombre, Amit

In this work the decision trees are used for explanation of support vector regression model. The decision trees act as a global technique as well as a local technique. They are compared against the popular technique of LIME which is a local explanato

Externí odkaz: http://arxiv.org/abs/2404.07046

Zobrazit plný text záznamu

Kniha

Comparing Logistic Regression, Neural Networks, C5.0 and M5′ Classification Techniques.

Autor: Thombre, Amit

Publikováno v: Machine Learning & Data Mining in Pattern Recognition (9783642315367); 2012, p132-140, 9p

Zobrazit plný text záznamu

Elektronická kniha

Machine Learning and Data Mining in Pattern Recognition : 8th International Conference, MLDM 2012, Berlin, Germany, July 13-20, 2012, Proceedings

Autor: Petra Perner

This book constitutes the refereed proceedings of the 8th International Conference, MLDM 2012, held in Berlin, Germany in July 2012. The 51 revised full papers presented were carefully reviewed and selected from 212 submissions. The topics range from

Zobrazit plný text záznamu

Vyhledávací nástroje:

Upřesnit hledání