@incollection{saporta:hal-02470097, TITLE = {{From Conventional Data Analysis Methods to Big Data Analytics}}, AUTHOR = {Saporta, Gilbert}, URL = {https://cnam.hal.science/hal-02470097}, BOOKTITLE = {{Big Data for Insurance Companies}}, EDITOR = {Marine Corlosquet-Habart and Jacques Janssen}, PUBLISHER = {{John Wiley \& Sons, Inc.}}, PAGES = {27-41}, YEAR = {2018}, MONTH = Jan, DOI = {10.1002/9781119489368.ch2}, KEYWORDS = {Big Data Processing ; cross validation ; data mining ; supervised classificatio}, PDF = {https://cnam.hal.science/hal-02470097/file/04_Chapter%202_ENG_revGSavril2020.pdf}, HAL_ID = {hal-02470097}, HAL_VERSION = {v1}, }