Foryi=+1,wrxi+b1Foryi=1,wrxi+b a- Explain using the graph shown what is meant by (i) the support vectors, (ii) the maximum margin in the support vector machine (SVM) (3) b- For the data given in the table, if the last column shows the "alpha" of the support vectors, Sketch the data and show the support vectors. (3) c- Given the test patterns {X1=1X2=1.5},{X1=2X2=1} use the discriminant function equation given below to classify those test patterns using the information given in the table. g(x)=wTx+b=i=SVixiTx+b Did the SVM give good classification? Explain. d- Use the KNN classifier (with all the data in the table) to classify the test patterns above with K=3. Did the KNN give good classification? Explain. (3)