Logistic Regression, Machine Learning, Classification, Regularization, Algorithms.
consider we have (n) number of points in our dataset. Since we have to maximize the number of correctly classified points we can say that: We have to find a plane W such that it satisfies the two conditions: If a point Xᵢ belongs to class 1 then p(Xᵢ) is as close to 1 as possible. If a point Xᵢ