Using Python

Write a procedure of the discriminant of the following form 9:(x) ==} (x M.) T27+ (x He) - 10g(27) 105 (Ext) + log(P(wi) (1) Generate a 2D dataset with three classes and use the quadratic classifier above to learn the parameters and make predictions. As an example, you should generate training data shown below to estimate the the parameters of the classifier in (1) and you should test the classifier on another randomly generated dataset. It is also sufficient to show the dataset used to train your classifier and the decision boundary it produces. .wi .W2 W3 0 -2 -4 -2 0 2 4 11 Write a procedure of the discriminant of the following form 9:(x) ==} (x M.) T27+ (x He) - 10g(27) 105 (Ext) + log(P(wi) (1) Generate a 2D dataset with three classes and use the quadratic classifier above to learn the parameters and make predictions. As an example, you should generate training data shown below to estimate the the parameters of the classifier in (1) and you should test the classifier on another randomly generated dataset. It is also sufficient to show the dataset used to train your classifier and the decision boundary it produces. .wi .W2 W3 0 -2 -4 -2 0 2 4 11