LOGISTIC REGRESSION FROM SCRATCH

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• Generated data for training and testing

• Picked up a sigmoid link function

• Calculated the log likelihood: Log likelihood can be viewed as a sum over all the training data point

• Building logistic regression function with gradient calculation

• Calculating the accuracy from scratch

• Plotting results

• ACCURACY => 98