Applied Predictive Modeling
Book Details
| ISBN-13 | 9781461468486 |
| ISBN-10 | 9781461468486 |
| Format | Hardcover |
| Publisher | Springer New York |
| Published | 2018 |
Description
Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundations of model tuning. The text then provides intuitive explanations of numerous common and modern regression and classification techniques, always with an emphasis on illustrating and solving real data problems. The text illustrates all parts of the modeling process through …