Machine learning for knowledge discovery with R : methodologies for modeling, inference, and prediction /
Tsai, Kao-Tai
Machine learning for knowledge discovery with R : methodologies for modeling, inference, and prediction / Kao-Tai Tsai - Boca Raton CRC Press 2022 - 244p.
Machine Learning for Knowledge Discovery with R contains methodologies and examples for statistical modelling, inference, and prediction of data analysis. It includes many recent supervised and unsupervised machine learning methodologies such as recursive partitioning modelling, regularized regression, support vector machine, neural network, clustering, and causal-effect inference. Additionally, it emphasizes statistical thinking of data analysis, use of statistical graphs for data structure exploration, and result presentations. The book includes many real-world data examples from life-science, finance, etc. to illustrate the applications of the methods described therein"-
9781032065366
Data mining--Methodology.
Machine learning.
R (Computer program language)
006.312 TSA-K
Machine learning for knowledge discovery with R : methodologies for modeling, inference, and prediction / Kao-Tai Tsai - Boca Raton CRC Press 2022 - 244p.
Machine Learning for Knowledge Discovery with R contains methodologies and examples for statistical modelling, inference, and prediction of data analysis. It includes many recent supervised and unsupervised machine learning methodologies such as recursive partitioning modelling, regularized regression, support vector machine, neural network, clustering, and causal-effect inference. Additionally, it emphasizes statistical thinking of data analysis, use of statistical graphs for data structure exploration, and result presentations. The book includes many real-world data examples from life-science, finance, etc. to illustrate the applications of the methods described therein"-
9781032065366
Data mining--Methodology.
Machine learning.
R (Computer program language)
006.312 TSA-K
