000 00934nam a2200193 4500
005 20251111100015.0
008 251111b |||||||| |||| 00| 0 eng d
020 _a9789352137251
_c875
040 _aS.X.U.K
041 _aEnglish
082 _a005.133 BUR(INT)
100 _aBurger, Scott V.
245 _aIntroduction to Machine Learning with R
_b: Rigorous Mathematical analysis
_cScott V. Burger
260 _aKolkata
_bShroff publishers
_cc2018
300 _aix, 212
_bP.B
500 _aTable of contents : What is a model? -- Supervised and unsupervised machine learning -- Sampling statistics and model training in R -- Regression in a nutshell -- Neural networks in a nutshell -- Tree-based methods -- Other advanced methods -- Machine learning with the caret package -- Encyclopedia of machine learning models in caret. Includes index
650 _aMACHINE LEARNING
_aPROGRAMMING LANGUAGE
942 _cCS
999 _c13735
_d13735