Course: Data MiningLanguage: R (although it might not be needed for this question)Suppose you are given the data to analyze that includes a single attribute age. Following are the age values in unsorted order,22 46 13 70 35 20 19 45 25 40 15 22 33 35 33 30 35 35 21 36 52 25 20 25 16 16 25 17Use smoothing by bin means to smooth these data, using a bin depth of 4. Illustrate your steps.Use smoothing by bin boundaries to smooth these data, using a bin depth of 4. Illustrate your steps.How might you determine the outliers in the data?

Binning methods smooth a sorted data value by consulting the neighborhood", or values around it. The…

Answered: Suppose you are given the data to…

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

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Course: Data Mining

Language: R (although it might not be needed for this question)

Suppose you are given the data to analyze that includes a single attribute age. Following are the age values in unsorted order,

22 46 13 70 35 20 19 45 25 40 15 22 33 35 33 30 35 35 21 36 52 25 20 25 16 16 25 17

Use smoothing by bin means to smooth these data, using a bin depth of 4. Illustrate your steps.
Use smoothing by bin boundaries to smooth these data, using a bin depth of 4. Illustrate your steps.
How might you determine the outliers in the data?

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