LOGISTIC REGRESSION :
THIS IS A BASIC MACHINE LEARNING EXAMPLE IMPLEMENTED WITH LOGISTIC REGRESSION.
LOGISTIC REGRESSION HAS BEEN IMPLEMENTED WITH BOTH BOTH NUMPY AS WELL AS SK-LEARN.
FOLLOWING ARE THE RESULTS : 😄
a) NUMPY IMPLEMENTATION :
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EPOCHS : 50000
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LEARNING RATE i.e ALPHA : 2.7
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TRAINING DATA ACCURACY : 98.5714285714
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TESTING DATA ACCURACY : 98.0
b) SKLEARN IMPLEMENTATION :
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TRAINING DATA ACCURACY : 97.7142857143
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TESTING DATA ACCURACY : 98.2222222222