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This is a peer graded assessment test/examination of IBM-COursera certification Machine Learning With Pyton. We will be doing classification problem on Loan_train dataset to predict the defaulting and genuine customers. Logistic regression, Support Vector Machine, K-Nearest Neighbour and Decision Tree models are built , applied on the data set and evaluated using Jaccard index ,F1-score ,LogLoass as mentioned in the test question.