The Multi-Criteria Ranking Approach to Classification Algorithms - Selection and Ranking of Classifier

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.

About the author

Nikita Bhatt has received her B.E degree in Computer Engineering from Sardar Patel University,India in 2006 and M.tech degree from Charotar University of Science and Technology, India in 2012. Her current research area is Meta Learning and Active Meta Learning.

Product details

• Authors: Nikit Bhatt, Nikita Bhatt, Nirav Bhatt, Ami Thakkar, Amit Thakkar
• Publisher: LAP Lambert Academic Publishing
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2015
• EAN: 9783659547409
• ISBN: 978-3-659-54740-9
• No. of pages: 76
• Dimensions: 150 mm x 220 mm x 4 mm
• Weight: 118 g
• Subjects: Guides; Natural sciences, medicine, IT, technology > IT, data processing > Miscellaneous