| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
629.80285513 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
629.8028553 |
| Item number |
KUH |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kuhn, Max and Johnson, Kjell |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Feature Engineering and Selection: |
| Remainder of title |
A Practical Approach for Predictive Models |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Boca Raton: |
| Name of publisher, distributor, etc |
CRC Press; |
| Date of publication, distribution, etc |
2020. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
297p. |
| 365 ## - TRADE PRICE |
|---|
| Price type code |
UKP |
| Price amount |
42.99 (GOC - 105.90) |
| Unit of pricing |
4553.00 |
| 440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE |
|---|
| Title |
Chapman & Hall/CRC Data Science Series. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Contents:<br/>Chapter: 1. Introduction. <br/>Chapter: 2. Illustrative Example: Predicting Risk of Ischemic Stroke. <br/>Chapter: 3. A Review of the Predictive Modeling Process. <br/>Chapter: 4. Exploratory Visualizations. <br/>Chapter: 5. Encoding Categorical Predictors. <br/>Chapter: 6. Engineering Numeric Predictors. <br/>Chapter: 7. Detecting Interaction Effects.<br/>Chapter: 8. Handling Missing Data. <br/>Chapter: 9. Working with Profile Data. <br/>Chapter: 10. Feature Selection Overview. <br/>Chapter: 11. Greedy Search Methods. <br/>Chapter: 12. Global Search Methods.<br/> |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Predictive Control - Data Processing. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Predictive Control - Mathematical Models. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
R (Computer program language) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Commande Prédictive -- Informatique. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Commande Prédictive -- Modèles Mathématiq |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Computer - Database Management - Data Mining. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Item type |
General Books |
| 000 -LEADER |
|---|
| fixed length control field |
01405nam a22002417a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
220615b |||||||| |||| 00| 0 eng d |
