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word-cloud

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A Machine Learning Processing with SMS Data to predict whether the SMS is Spam/Ham with various ML Algorithms like MultinomialNB, LogisticRegression, SVC, DecisionTreeClassifier, RandomForestClassifier, KNeighborsClassifier, AdaBoostClassifier, BaggingClassifier, ExtraTreesClassifier, GradientBoostingClassifier, XGBClassifier to compare accuracy an

  • Updated Feb 28, 2024
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In this project, I take a closer look at the concept of entropy (information theory), as it relates to the classic novel "The Time Machine." I break down the conditional entropy for each letter of the English alphabet within the text. Additionally, I examine how the entropy of the Eng. lang. has changed over a relatively short span of 150 years.

  • Updated Dec 5, 2023
  • Jupyter Notebook

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