Skip to content
This repository was archived by the owner on Jul 25, 2025. It is now read-only.

Commit 0ee14e2

Browse files
committed
Add new classifiers
1 parent 8764855 commit 0ee14e2

File tree

6 files changed

+3
-0
lines changed

6 files changed

+3
-0
lines changed

README.md

Lines changed: 3 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -7,13 +7,16 @@ The animations depict a binary classification problem over two distributions. A
77
The animations were created in R, using the `{gganimate}` package. The classifiers illustrated are:
88

99
+ [Extreme Learning Machine](https://en.wikipedia.org/wiki/Extreme_learning_machine) with `{elmNNRcpp::elm_train}`
10+
+ [Gaussian Process](https://en.wikipedia.org/wiki/Kriging) with `{kernlab::gausspr}`
1011
+ [Generalized Additive Model](https://en.wikipedia.org/wiki/Generalized_additive_model) with `{mgcv::gam}`
1112
+ [Generalized Linear Model](https://en.wikipedia.org/wiki/Generalized_linear_model) with `{stats::glm}`
1213
+ [k-Nearest Neighbors](https://en.wikipedia.org/wiki/K-nearest_neighbors_algorithm) with `{class::knn}`
1314
+ [Multivariate Adaptive Regression Spline](https://en.wikipedia.org/wiki/Multivariate_adaptive_regression_spline) with `{earth::earth}`
1415
+ [Mixture Discriminant Analysis](https://web.stanford.edu/~hastie/TALKS/mfpda.pdf) with `{mda::mda}`
16+
+ [Naive Bayes Classifier](https://en.wikipedia.org/wiki/Naive_Bayes_classifier) with `{naivebayes::naive_bayes}`
1517
+ [Feedforward Neural Network](https://en.wikipedia.org/wiki/Feedforward_neural_network) with `{nnet::nnet}`
1618
+ [Polynomial MARS](http://kooperberg.fhcrc.org/monopdf/mono.html) with `{polspline::polymars}`
19+
+ [Boosted P-Splines](https://en.wikipedia.org/wiki/B-spline) with `{mboost::mboost}`
1720
+ [Quadratic Discriminant Analysis](https://en.wikipedia.org/wiki/Quadratic_classifier) with `{MASS::qda}`
1821
+ [Random Forest](https://en.wikipedia.org/wiki/Random_forest) with `{ranger::ranger}`
1922
+ [Decision Tree](https://en.wikipedia.org/wiki/Decision_tree_learning) with `{rpart::rpart}`

gp_mix.gif

1.62 MB
Loading

naivebayes_mix.gif

523 KB
Loading

naivebayes_mvn.gif

1010 KB
Loading

pspline_mix.gif

1.5 MB
Loading

pspline_mvn.gif

990 KB
Loading

0 commit comments

Comments
 (0)