For recognizing anomalies for unusual sequences of credit card transactions, define what can be the Learning Task, experience and performance. Discuss about logistic regression algorithm for identifying unusual sequences for 20 instances

Np Ms Office 365/Excel 2016 I Ntermed
1st Edition
ISBN:9781337508841
Author:Carey
Publisher:Carey
Chapter4: Analyzing And Charting Financial Data
Section: Chapter Questions
Problem 4.6CP
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For recognizing anomalies for unusual sequences of credit card transactions, define what can be the Learning Task, experience and performance. Discuss about logistic regression algorithm for identifying unusual sequences for 20 instances.

buys computer
credit_rating
fair
income
age
<20
|<20
31...40 high
>40
>40
|>40
31...40 low
high
high
no
excellent
no
fair
medium fair
fair
yes
yes
low
yes
low
excellent
no
|excellent
medium fair
fair
medium fair
medium excellent
31...40 medium excellent
fair
medium excellent
yes
<20
no
|<20
>40
<20
low
yes
yes
yes
yes
31...40 high
>40
yes
no
Transcribed Image Text:buys computer credit_rating fair income age <20 |<20 31...40 high >40 >40 |>40 31...40 low high high no excellent no fair medium fair fair yes yes low yes low excellent no |excellent medium fair fair medium fair medium excellent 31...40 medium excellent fair medium excellent yes <20 no |<20 >40 <20 low yes yes yes yes 31...40 high >40 yes no
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