Supervised Learning of Piecewise Linear Models

Supervised learning of piecewise linear models is a well studied problem in machine learning community. The key idea in piecewise linear modeling is to properly partition the input space and learn a linear model for every partition. Decision trees and regression trees are classic examples of piecewi...

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Bibliographic Details
Main Author: Manwani, Naresh
Other Authors: Sastry, P S
Language:en_US
Published: 2018
Subjects:
Online Access:http://hdl.handle.net/2005/3244
http://etd.ncsi.iisc.ernet.in/abstracts/4104/G25584-Abs.pdf