The Multi-Criteria Ranking Approach to Classification Algorithms

Bhatt Nikita,Thakkar Amit,Bhatt Nirav

The Multi-Criteria Ranking Approach to Classification Algorithms
Format
Paperback
Publisher
LAP Lambert Academic Publishing
Country
United States
Published
9 January 2015
Pages
76
ISBN
9783659547409

The Multi-Criteria Ranking Approach to Classification Algorithms

Bhatt Nikita,Thakkar Amit,Bhatt Nirav

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In Classification, selection of classifier for data set is difficult. Meta learning automates this process by acquiring knowledge from past experience but generation of meta example is a costly process. So Active Meta Learning can be used which reduces generation of meta examples and at the same time maintaining performance of candidate algorithms. Model presented here provides Ranking using ARR ranking method.

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