Question: Decide the optimal K value by inspecting the resulting clusters, which should best describe the distinct phone usage behaviors. Describe the behavior associated with each

Decide the optimal K value by inspecting the resulting clusters, which should best describe the distinct phone usage behaviors. Describe the behavior associated with each cluster.

== Run information ===

Scheme:weka.clusterers.SimpleKMeans -N 2 -A "weka.core.EuclideanDistance -R first-last" -I 500 -S 10

Relation: JG.09.04.15

Instances: 499

Attributes: 2

NumText

TalkMin

kMeans

======

Number of iterations: 12

cluster centroids:

Cluster#

Attribute Full Data 0 1 2

(499) (174) (174) (151)

=======================================================

NumText 200.481 262.069 284.7241 32.4371

TalkMin 570.1663 792.2241 327.8161 593.5497

=== Model and evaluation on training set ===

Clustered Instances

0 178 ( 36%)

1 321 ( 64%)

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Mathematics Questions!

What attributes should the company focus on while designing the communication plan? For the exclusive use of J. Barry, 2020. A00183 March 31, 2014 Revised 18 June 2019 Cerenity Sanitiser: Marketing...

I hope you can answer this question and find the reference below the question. Thank you Topic: Conducting personal job interviews using the STAR model 1- Design a two-hour training work plan for 10...

Topic: Conducting personal job interviews using the star model 1-Design a two-hour training work plan for 10 trainees 2-Determine the quality of trainees 3-Use the training design model Formulate one...

Al-Driven Contextual Advertising: Toward Relevant Messaging Without Personal Data E. Haglund and J. Bjorklund Department of Computing Science, Umea University, Umed, Sweden ABSTRACT In programmatic...

Developments in Technology Light is incident from air on the end face of a multimode optical fibre at angle of incidence as shown below. n n 1 2 The refractive indices of the core and cladding are...

FORUM: QUALITATIVE SOCIAL RESEARCH SOZIALFORSCHUNG Volume 2, No. 3, Art. 22 September 2001 Qualitative Data Analysis: Common Phases, Strategic Differences Ian Baptiste Key words: Abstract: This paper...

Chapter 2: What are the Major Types of Social Research? Copyright 2011 by Pearson Education, Inc. All rights reserved. Use and Audience of Research Basic vs Applied Research: Basic research - type of...

Let A, B be sets. Define: (a) the Cartesian product (A B) (b) the set of relations R between A and B (c) the identity relation A on the set A [3 marks] Suppose S, T are relations between A and B, and...

make notes in this manner atleast 15 point like confidentiality. follwing are material read and make notes make it within 2 hour please complete it as soon as possible simple this is the image of...

1. What are the main contributors (causes) of the crisis at ChassisCo's Athens plant in late 2004 (14 months after SOP)? Chassis Co's responsibility? Toyota's responsibility? 2. Considering these...

Suppose you have 60 hours of leisure that you could devote to work per week, and suppose that you can earn an hourly wage of $25. A: Suppose the government imposes a 20% tax on all wage income. (a)...

eBook Print References Check my workCheck My Work button is now disabled Item 7 Required information Required information Learning Objective 2 4 - P 2 : Compute accounting rate of return and explain...

2023 1040 form 1.Phillip and Claire are married and file a joint return. Phillip is self-employed as a real estate agent, and Claire is a flight attendant. Phillip and Claire have three dependent...