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A machine leaning based loan classifier using many classification techniques then, uses them trying to find the best parameters for each one of them hence, compares between them according to various metrics

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Loan-Classifier

A machine leaning based loaan classifier using many classification techniques such as:

  • K Nearest Neighbor(KNN)
  • Decision Tree
  • Support Vector Machine
  • Logistic Regression

the notebook uses all the previous techniques trying to find the best parameters for each one of them then, compares between them according to various metrics such as:

  • jaccard similarity score
  • f1 score
  • log loss

this project serves as the final project in the " machine learning with python" course by IBM

course's link: https://www.coursera.org/learn/machine-learning-with-python/home/welcome

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A machine leaning based loan classifier using many classification techniques then, uses them trying to find the best parameters for each one of them hence, compares between them according to various metrics

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