this is programming and this is R languageQuestion 1Build a decision tree classifier to classify diabetes datasetCalculate the accuracy, and confusion matrix for the modelIf the measurement of Glucose, insulin and sspg for a person are 100, 1050, 200 respectively. Create a tibble representing this data and use the created model to check the category of this personQuestion 2Repeat question 2 part (a) using Random Forest model instead of single decision tree.Calculate the accuracy of the new created model.Compare the accuracy obtained in the two models. Comment on that

R is a language and environment for statistical computing and graphics. It is a GNU project which is…

Answered: this is programming and this is R…

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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this is programming and this is R language

Question 1

Build a decision tree classifier to classify diabetes dataset
Calculate the accuracy, and confusion matrix for the model
If the measurement of Glucose, insulin and sspg for a person are 100, 1050, 200 respectively. Create a tibble representing this data and use the created model to check the category of this person

Question 2

Repeat question 2 part (a) using Random Forest model instead of single decision tree.
Calculate the accuracy of the new created model.
Compare the accuracy obtained in the two models. Comment on that

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