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Exam (elaborations)

TEST BANK FOR INTRODUCTION TO DATA MINING BY TAN PANG NING STEINBACH MICHAEL AND KUMAR VIPIN

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TEST BANK FOR INTRODUCTION TO DATA MINING BY TAN PANG NING STEINBACH MICHAEL AND KUMAR VIPIN (INSTRUCTORS SOLUTION MANUAL ) COMPLETE WITH ALL CHAPTERS INCLUDED 100 % CORRECT. Introduction to Data Mining Instructor’s Solution Manual Pang-Ning Tan Michael Steinbach Vipin Kumar Contents 1 Introduction 1 2 Data 5 3 Exploring Data 19 4 Classification: Basic Concepts, Decision Trees, and Model Evaluation 25 5 Classification: Alternative Techniques 45 6 Association Analysis: Basic Concepts and Algorithms 71 7 Association Analysis: Advanced Concepts 95 8 Cluster Analysis: Basic Concepts and Algorithms 125 9 Cluster Analysis: Additional Issues and Algorithms 147 10 Anomaly Detection 157 iii 1 Introduction 1. Discuss whether or not each of the following activities is a data mining task. (a) Dividing the customers of a company according to their gender. No. This is a simple database query. (b) Dividing the customers of a company according to their profitability. No. This is an accounting calculation, followed by the application of a threshold. However, predicting the profitability of a new customer would be data mining. (c) Computing the total sales of a company. No. Again, this is simple accounting. (d) Sorting a student database based on student identification numbers. No. Again, this is a simple database query. (e) Predicting the outcomes of tos

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Uploaded on
August 28, 2024
Number of pages
976
Written in
2024/2025
Type
Exam (elaborations)
Contains
Questions & answers

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SOLUTION MANUAL FOR
FINANCIAL ACCOUNTING
th
FUNDAMENTALS 8 EDITION BY
JOHN WILD ALL CHAPTERS
INCLUDED CHAPTER 1 UPTO 13
WITH APPENDIX 100% CORRECT
LATEST UPDATE.




1

,Chapter 1
Accounting in Business
QUICK STUDIES

Quick Study 1-1 (10 minutes)

1. f Artificial Intelligence
2. c Recording
3. h Recordkeeping (bookkeeping)


Quick Study 1-2 (10 minutes)
a. External user g. External user
b. External user h. External user
c. External user i. Internal user
d. External user j. External user
e. Internal user k. External user
f. External user l. External user



Quick Study 1-3 (10 minutes)
1. Opportunity 4. Opportunity
2. Pressure 5. Pressure
3. Rationalization 6. Rationalization


Quick Study 1-4 (5 minutes)




1

,1. Principle 3. Assumption
2. Assumption 4. Principle
Quick Study 1-5 (10 minutes)
Attribute Present Proprietorship Partnership Corporation LLC
1. Business taxed no no yes no
2. Limited liability no no yes yes
3. Legal entity no no yes yes



Quick Study 1-6 (10 minutes)
1. Revenue recognition principle
2. Measurement (cost) principle
3. Business entity assumption




Quick Study 1-7 (5 minutes)
Assets = Liabilities + Equity
$700,000 (a) $280,000 $420,000
$500,000 (b) $250,000 (b) $250,000



Quick Study 1-8 (10 minutes)
1.
Assets = Liabilities + Equity
$75,000 (a) $35,000 $40,000
(b) $95,000 $25,000 $70,000
$85,000 $20,000 (c) $65,000

2.
+ Common
Assets = Liabilities - Dividends + Revenues - Expenses
Stock
$40,000 $16,000 $20,000 $ 0 (a) $12,000 $ 8,000
$80,000 $32,000 $44,000 (b) $2,000 $24,000 $18,000

1

, Quick Study 1-9 (5 minutes)
a. Increase
b. Decrease
c. Increase
d. Decrease



Quick Study 1-10 (15 minutes)

Assets = Liabilities + Equity
Accounts Accounts Common
Cash + = + - Dividends + Revenues - Expenses
Recble. Payable Stock

(a) $5,500 = $5,500
Consulting


(b) + $4,000 = + 4,000
Commission


Bal. 5,500 + 4,000 = + 9,500

(c) -1,400 = - $1,400
Wages


Bal. 4,100 + 4,000 = + 9,500 - 1,400

(d) +1,000 + - 1,000 = -

Bal. 5,100 + 3,000 = + 9,500 - 1,400

(e) -700 + = - 700
Cleaning


Bal. $4,400 + $3,000 = + $9,500 - $2,100

Quick Study 1-11 (15 minutes)

Assets = Liabilities + Equity
Accts. Common Divi-
Cash + Supplies + Equip. + Land = + - + Rev. - Exp.
Pay. Stock dends

(a) $15,000 = $15,000

(b) -500 + $500 =

Bal. 14,500 + 500 = + 15,000

(c) + $10,000 = 10,000

2
Copyright © 2022 by McGraw Hill.
All rights reserved. No reproduction or distribution without the prior written consent of McGraw Hill.

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