TY - BOOK AU - Cichosz, Pawel TI - Data mining algorithms: explained using R SN - 9781118950845 U1 - 005.7 PY - 2015/// CY - New Jersey: PB - Wiley Data and Cybersecurity KW - Decision trees and Naïve Bayes classifier KW - Linear classification and Misclassification costs KW - Linear regression and Regression trees N1 - Data Mining Algorithms is a practical, technically-oriented guide to data mining algorithms that covers the most important algorithms for building classification, regression, and clustering models, as well as techniques used for attribute selection and transformation, model quality evaluation, and creating model ensembles. The author presents many of the important topics and methodologies widely used in data mining, whilst demonstrating the internal operation and usage of data mining algorithms using examples in R UR - https://ieeexplore.ieee.org/servlet/opac?bknumber=9820790 ER -