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Script which creates clusters using K-Means Clustering Algorithm with different similarity metrics.

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mohammedjasam/K-Means-Clustering

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Analysis Report.docx
Analysis Report.docx
 
 
Kmeans_Cosine.py
Kmeans_Cosine.py
 
 
Kmeans_Euclidean.py
Kmeans_Euclidean.py
 
 
Kmeans_Jaccard.py
Kmeans_Jaccard.py
 
 
Kmeans_SSE.csv
Kmeans_SSE.csv
 
 
Main.py
Main.py
 
 
README.md
README.md
 
 
data.csv
data.csv
 
 
dummy.csv
dummy.csv
 
 
jdata.csv
jdata.csv
 
 
k-means_Cosine.py
k-means_Cosine.py
 
 
kmeans.py
kmeans.py
 
 

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K-Means-Clustering

Kmeans Clustering analysed with SSE and other similarity measures like Cosine, Jaccard and Euclidean. Works on article data, extension of the CNN-Scrapper Project

Execution

Scripted in Python 3.6

python Main.py

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Script which creates clusters using K-Means Clustering Algorithm with different similarity metrics.

Topics

tkinter kmeans euclidean cosine-similarity jaccard-similarity kmeans-clustering tkinter-graphic-interface sum-of-squared-error

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