Question: After a data set was partitioned using the split value of 45.5 for age. The age < 45.5 partition contains 22 patients with a diabetes

After a data set was partitioned using the split value of 45.5 for age. The age < 45.5 partition contains 22 patients with a diabetes diagnosis and 178 patients without a diabetes diagnosis, and the age ≥ 45.5 partition contains 48 patients with a diabetes diagnosis and 152 patients without a diabetes diagnosis.

a. Compute the Gini impurity index for the root node.

b. Compute the Gini impurity index for the age < 45.5 partition.

c. Compute the Gini impurity index for the age ≥ 45.4 partition.

d. Compute the Gini impurity index for the split.

e. State the rules generated from this split.

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a The Gini impurity index for the root node is 048 This is calculated by taking the sum of the squared probabilities of each class diabetes diagnosis ... View full answer

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