Screen LibraryMachine learning in Python : essential techniques for predictive analysis /
Saved in:
| Main Authors: | |
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| Corporate Authors: | |
| Published: |
Wiley,
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| Publisher Address: | Indianapolis, IN : |
| Publication Dates: |
[2015] ©2015 |
| Literature type: | eBook |
| Language: | English |
| Subjects: | |
| Online Access: |
http://onlinelibrary.wiley.com/book/10.1002/9781119183600 |
| Carrier Form: | 1 online resource : color illustrations |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: |
9781119183600 111918360X 9781118961766 1118961765 9781118961759 1118961757 |
| Index Number: | Q325 |
| CLC: | TP181 |
| Contents: | The Two Essential Algorithms for Making Predictions -- Understand the Problem by Understanding the Data -- Predictive Model Building: Balancing Performance, Complexity, and Big Data -- Penalized Linear Regression -- Building Predictive Models Using Penalized Linear Methods -- Ensemble Methods -- Building Ensemble Models with Python. |