the caret package网站需要翻墙才能进,所以我打印了出来,对不能翻墙的朋友可以看一看。
本帖隐藏的内容
1 Introduction2 Visualizations3 Pre-Processing4 Data Splitting5 Model Training and Tuning6 Available Models7 train Models By Tag8 Models Clustered by Tag Similarity9 Parallel Processing10 Random Hyperparameter Search11 Subsampling For Class Imbalances12 Using Your Own Model in train13 Adaptive Resampling14 Variable Importance15 Miscellaneous Model Functions16 Measuring Performance17 Feature Selection Overview18 Recursive Feature Elimination19 Feature Selection using Univariate Filters20 Feature Selection using Genetic Algorithms21 Feature Selection using Simulated Annealing22 Data Sets[hide] 1 Introduction2 Visualizations
3 Pre-Processing
4 Data Splitting
5 Model Training and Tuning
6 Available Models
7 train Models By Tag
8 Models Clustered by Tag Similarity
9 Parallel Processing
10 Random Hyperparameter Search
11 Subsampling For Class Imbalances
12 Using Your Own Model in train
13 Adaptive Resampling
14 Variable Importance
15 Miscellaneous Model Functions
16 Measuring Performance
17 Feature Selection Overview
18 Recursive Feature Elimination
19 Feature Selection using Univariate Filters
20 Feature Selection using Genetic Algorithms
21 Feature Selection using Simulated Annealing
22 Data Sets
23 Session Information