Logistic Regression, Machine Learning, Classification, Regularization, Algorithms.
sigmoid function enables us to calculate the derivative faster and makes the algorithm more efficient. Derivative of sigmoid in terms of sigmoid Squashing: The sigmoid functions treat outliers fairly by squashing their unfair impact on calculations as shown in the above graph. We can see that, for