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custom-dataset-analysis-classification's Introduction

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.

โšก๏ธSupervsed Learning:

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

๐ŸŒˆUnsupervised Learning:

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

๐Ÿ“ฆ 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

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