Machine Learning in Medicine: Part Three

By Aeilko H. Zwinderman and Ton J. Cleophas

Book Overview

Preface

1 Introduction to Machine Learning Part Three

2 Evolutionary Operations

3 Multiple Treatments

4 Multiple Endpoints

5 Optimal Binning

6 Exact P-Values

7 Probit Regression

8 Over-dispersion

9 Random Effects

10 Weighted Least Squares

11 Multiple Response Sets

12 Complex Samples

13 Runs Tests

14 Decision Trees

15 Spectral Plots

16 Newton's Methods

17 Stochastic Processes, Stationary Markov Chains

18 Stochastic Processes, Absorbing Markov Chains

19 Conjoint Models

20 Machine Learning and Unsolved Questions

Index

• Format: Paperback
• Language: English
• ISBN: 9402402608
• ISBN13: 9789402402605
• Release Date: April 2017
• Publisher: Springer
• Length: 224 Pages
• Weight: 0.77 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"