Machine Learning through R Shiny is open source server level web application developed by using RShiny. The application right now supports the following algorithms.
โก๏ธSupervsed Learning:
- Logistic regression
- kNN
- SVM
- Decision Trees
- Random Forests
- Naive Bayes Classifier
- Neural Networks
๐Unsupervised Learning:
- PCA
- Gaussian Mixture Modeling
- Novelty & Outlier Detection
- Fuzzy C-Means Clustering
๐ฆ Used Packages
- shiny
- shinydashboard
- nortest
- mvnormtest
- MASS
- shinyLP
- class
- gmodels
- caret
- rattle
- ranger
- klaR
- kernlab
- micad
- e1071
- NeuralNetTools
- neuralnet
- nnet
- mclust