TY  - BOOK
AU  - Kuhn,Max
AU  - Johnson,Kjell
TI  - Feature engineering and selection : : a practical approach for predictive models / 
T2  - Data science series
SN  - 9781032090856
U1  - 006.31 23
PY  - 2020///
CY  - Boca Raton, Florida
PB  - CRC Press, an imprint of Taylor & Francis Group
KW  - Machine learning
KW  - Predictive analytics
KW  - Feature engineering
KW  - Data mining
N1  - Includes bibliographical references and index; Introduction -- Illustrative example: predicting risk of ischemic -- A review of the predictive modeling process -- Exploratory visualizations -- Encoding categorical predictors -- Engineering numeric predictors -- Detecting interaction effects -- Handling missing data -- Working with profile data -- Feature selection overview -- Greedy search methods -- Global search methods.
ER  -