Logistic regression and Decision Tree

Logistic regression

Classification Techniques are an important part of machine learning and logistic regression is the most used part.it used in many problems such spam detection and Diabetes prediction.

we use it in multi class classification such as (benign or malignant )

In logistic we have discrete classification and we use segmoid function in linear equation:

𝑦=𝛽0+𝛽1𝑋1+𝛽2𝑋2+.....+𝛽𝑛𝑋𝑛