Neural network is a kind of machine learning algorithm inspired by the computational models of a human brain. For regression, ML Studio comes with the Neural Network Regression module. You can train this using the Sweep Parameters module. First, try to train it without the Sweep Parameters module (with the Train module) with default parameters for Neural Network Regression and then train it with the Sweep Parameters module. Note the improvement in performance of the model.
Microsoft Azure Machine Learning
By :
Microsoft Azure Machine Learning
By:
Overview of this book
Table of Contents (21 chapters)
Microsoft Azure Machine Learning
Credits
About the Author
Acknowledgments
About the Reviewers
www.PacktPub.com
Preface
Free Chapter
Introduction
ML Studio Inside Out
Data Exploration and Visualization
Getting Data in and out of ML Studio
Data Preparation
Regression Models
Classification Models
Clustering
A Recommender System
Extensibility with R and Python
Publishing a Model as a Web Service
Case Study Exercise I
Case Study Exercise II
Index
Customer Reviews