Implementation of descriptive modeling and clustering of textual data using TD IDF matrix, knn, knn++, and fuzzy knn.
Please see the results.txt file for the best values for k (many achieved 100%), along with their respective confusion matrices and accuracy. The terminal will also output the closest neighbours for all k<=24, along with the accuracy and confusion matrices.
I have implemented an argument ('fuzzy') which you can pass to the code to enable Fuzzy KNN:
To run the code:
javac -cp ":lib/" hw3.java java -cp ":lib/" hw3
To use Fuzzy KNN, run:
java -cp ":lib/*" hw3 fuzzy
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