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preetikumari18 / Text-Clustering

Performed text preprocessing, clustering and analyzed the data from different books using K-means, EM, Hierarchical clustering algorithms and calculated Kappa, Consistency, Cohesion or Silhouette for the same.

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anaconda-distributionbag-of-wordsexpectation-maximization-algorithmhierarchical-clusteringjupyter-notebookkmeans-clusteringmachine-learning-algorithmsnltk-librarypythonspydertfidf-vectorizer

Text-Clustering

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Performed text preprocessing, clustering and analyzed the data from different books using K-means, EM, Hierarchical clustering algorithms and calculated Kappa, Consistency, Cohesion or Silhouette for the same.

anaconda-distributionbag-of-wordsexpectation-maximization-algorithmhierarchical-clusteringjupyter-notebookkmeans-clusteringmachine-learning-algorithmsnltk-librarypythonspydertfidf-vectorizer

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Language:Python 100.0%