Multi-Objective Machine Learning Free pdf download


Multi-Objective Machine Learning Free download Link

Book title: Multi-Objective Machine Learning Free download Link
By: Yaochu Jin




Recently, increasing interest has been shown in applying the concept of Pareto-optimality to machine learning, particularly inspired by the successful developments in evolutionary multi-objective optimization. It has been shown that the multi-objective approach to machine learning is particularly successful to improve the performance of the traditional single objective machine learning methods, to generate highly diverse multiple Pareto-optimal models for constructing ensembles models and, and to achieve a desired trade-off between accuracy and interpretability of neural networks or fuzzy systems. This monograph presents a selected collection of research work on multi-objective approach to machine learning, including multi-objective feature selection, multi-objective model selection in training multi-layer perceptrons, radial-basis-function networks, support vector machines, decision trees, and intelligent systems.
Link:
Filesonic

No comments:

Post a Comment

Related Post

Related Posts Plugin for WordPress, Blogger...
There was an error in this gadget

Receive Free Download Every Time I Post

Enter your email address:

Delivered by FeedBurner

Subscribe Now: Feed Icon