Question 1Using below dataset. Please calculatethe entropy of the whole dataset. Thenumber will be rounded two digits afterthe decimal point. Ex; 0.56789 => 0.57.The target feature is ANNUALINCOME.MARITALANNUALIDAGEEDUCATIONSTATUSOCCUPATIONINCOME39bachelorsnever marriedtransport25K-5OKbachelorshigh schoolbachelors50marriedprofessional25K-5OK3.<25K25K-5OK>50K18never marriedagriculture428marriedprofessionalagriculture5.37high schoolmarriedEntropy is D Question 2Using the dataset in question 1. Pleasecalculate the information gain of"EDUCATION". The number will berounded two digits after the decimalpoint. Ex; 0.56789 => 0.57IG is

Question 1 Using below dataset. Please calculate the entropy of the whole dataset. The number will be rounded two digits after the decimal point. Ex; 0.56789 => 0.57. The target feature is ANNUAL INCOME. MARITAL ANNUAL ID AGE EDUCATION STATUS OCCUPATION INCOME 39 bachelors transport professional agriculture professional never married 25K-SOK 50 bachelors married 25K-50K I8 high school never married <25K 4. 28 bachelors married 25K-SOK 37 high school married agricuture >SOK Entropy is

Question 1 Using below dataset. Please calculate the entropy of the whole dataset. The number will be rounded two digits after the decimal point. Ex; 0.56789 => 0.57. The target feature is ANNUAL INCOME. MARITAL ANNUAL ID AGE EDUCATION STATUS OCCUPATION INCOME 39 bachelors transport professional agriculture professional never married 25K-SOK 50 bachelors married 25K-50K I8 high school never married <25K 4. 28 bachelors married 25K-SOK 37 high school married agricuture >SOK Entropy is

Database System Concepts

7th Edition

ISBN:9780078022159

Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Chapter1: Introduction

Section: Chapter Questions

Problem 1PE

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