(a) What is the GINI index of the dataset? (b) What is the GINI index of the split on A1 and that on A2 respectively? Problem 1. Consider a dataset with three columns of binary attributes A1, Az and a binary labelattribute Y. There are eight types of data point in total, and their corresponding proportions inthe dataset are captured in the column P.type A1 A2Y P18%11 29%3112%411 18%16%12%11%11124%2.

Formula for Gini index: Gini=1-∑i=1npi2 Given information: type A1 A2 Y P 1 1 0 0 8% 2 1 0 1…

Answered: (a) What is the GINI index of the…

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(a) What is the GINI index of the dataset? (b) What is the GINI index of the split on

Holt Mcdougal Larson Pre-algebra: Student Edition 2012

1st Edition

ISBN:9780547587776

Author:HOLT MCDOUGAL

Publisher:HOLT MCDOUGAL

Chapter11: Data Analysis And Probability

Section11.1: Stem-and-leaf Plots And Histograms

Problem 9E

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