How can you use Gini index as attribute selection algorithm? Illustrate with an example.Describe the working mechanism of support vector machine.[5+5]

(a) Gini Index as Attribute Selection Algorithm The Gini index (or Gini impurity) measures the probability of incorrectly classifying a randomly chosen element if it were randomly labeled according to the class distribution in a dataset. It is used in decision tree construction to select the best...