01519nam a2200313 i 4500 CSPC 20241125093813.0 241119s2020 flua b 001 0 eng d 9781032090856 CSPC CSPC eng rda 006.31 K955f 23 Kuhn, Max, author. Feature engineering and selection : a practical approach for predictive models / Max Kuhn and Kjell Johnson. Boca Raton, Florida : CRC Press, an imprint of Taylor & Francis Group, 2020. xv, 297 pages : illustrations ; 26 cm. text rdacontent unmediated rdamedia volume rdacarrier Data science series 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. Machine learning. Predictive analytics. Feature engineering. Data mining. Johnson, Kjell, author. ddc 0 BK 23 006.31 K955f ENG 2020 0 0 ddc 0 0 CSPC CSPC ENG 2024-11-19 0 ENG 006.31 K955f 2020 028468 2024-11-19 15:49:46 1-1 2024-11-19 BK 28478 28478