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Designing and applying unsupervised learning on the Radar signals to perform clustering using K-means and Expectation maximization for Gausian mixture models to study ionosphere structure. Both the algorithms have been implemented without the use of any built-in packages. The Dataset can be found here: https://archive.ics.uci.edu/ml/datasets/ion…

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Sohan-Rai/Radar-data-analysis

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EM_ionosphere.R

EM_ionosphere.R

 
 

NB_vs_KNN_ionosphere.R

NB_vs_KNN_ionosphere.R

 
 

README.md

README.md

 
 

ionosphere_test_1.csv

ionosphere_test_1.csv

 
 

ionosphere_test_2.csv

ionosphere_test_2.csv

 
 

ionosphere_test_3.csv

ionosphere_test_3.csv

 
 

ionosphere_test_4.csv

ionosphere_test_4.csv

 
 

ionosphere_test_5.csv

ionosphere_test_5.csv

 
 

ionosphere_train_1.csv

ionosphere_train_1.csv

 
 

ionosphere_train_2.csv

ionosphere_train_2.csv

 
 

ionosphere_train_3.csv

ionosphere_train_3.csv

 
 

ionosphere_train_4.csv

ionosphere_train_4.csv

 
 

ionosphere_train_5.csv

ionosphere_train_5.csv

 
 

kmeans_ionosphere.R

kmeans_ionosphere.R

 
 

knn_ionoshpere.R

knn_ionoshpere.R

 
 

naiveBayes_ionosphere.R

naiveBayes_ionosphere.R

 
 

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        Designing and applying unsupervised learning on the Radar signals to perform clustering using K-means and Expectation maximization for Gausian mixture models to study ionosphere structure. Both the algorithms have been implemented without the use of any built-in packages. The Dataset can be found here: https://archive.ics.uci.edu/ml/datasets/ion…
      


    
Topics

    

        

      
  naive-bayes

      
  naive-bayes-classifier

      
  expectation-maximization

      
  kmeans

      
  expectation-maximization-algorithm

      
  knn

      
  kmeans-clustering

      
  em-algorithm

      
  knn-classification

      
  kmeans-clustering-algorithm

      
  naive-bayes-implementation

  


    


    
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        Readme
    


  



  
  

  

    
      
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