ML_R_tidyverse_mlr_code.zip
代码
本附件包括:
- CH01_INTRO.R
- CH02_TIDYVERSE.R
- CH03_INTRO_TO_MLR_AND_KNN.R
- CH04_LOGISTIC_REGRESSION.R
- CH05_DISCRIMINANT_ANALYSIS.R
- CH06_NAIIVE_BAYES_AND_SVMS.R
- CH07_DECISION_TREES.R
- CH08_BAGGING_AND_BOOSTING.R
- CH09_LINEAR_REGRESSION.R
- CH10_GAMS.R
- CH11_REGULARIZATION.R
- CH12_K-NN_AND_TREES_FOR_REGRESSION.R
- CH13_PCA.R
- CH14_T-SNE_AND_UMAP.R
- CH15_SOM_AND_LLE.R
- CH16_K_MEANS.R
- CH17_HIERARCHICAL_CLUST.R
- CH18_DBSCAN_AND_OPTICS.R
- CH19_MCLUST.R