grtvishnu / Custom-Dataset-Analysis-Classification

Custom Dataset Statistical Analyzing and Classification

Custom Dataset Classification

Machine Learning through R Shiny is open source server level web application developed by using RShiny. The application right now supports the following algorithms.

⚡️Supervsed Learning:

1. Logistic regression
2. kNN
3. SVM
4. Decision Trees
5. Random Forests
6. Naive Bayes Classifier
7. Neural Networks

🌈Unsupervised Learning:

1. PCA
2. Gaussian Mixture Modeling
3. Novelty & Outlier Detection
4. Fuzzy C-Means Clustering

📦 Used Packages

1. shiny
2. shinydashboard
3. nortest
4. mvnormtest
5. MASS
6. shinyLP
7. class
8. gmodels
9. caret
10. rattle
11. ranger
12. klaR
13. kernlab
14. micad
15. e1071
16. NeuralNetTools
17. neuralnet
18. nnet
19. mclust