6 Determine the Lift chart and the ROC curve (show the table also) for the below data (withoutcome of Yes or No). Show your work.Sample# ActualPredicted probability ofclassYes1Yes0.852No0.703Yes0.954Yes0.45No0.756No0.657Yes0.998Yes0.989No0.55No0.9710

It is defined as a plot of the true positive rate (Sensitivity) in function of the false positive…

Determine the Lift chart and the ROC curve (show the table also) for the below data (w come of Yes or No). Show your work. ample# Actual Predicted probability of class Yes Yes 0.85 No 0.70 Yes 0.95 Yes 0.4 No 0.75 No 0.65 Yes 0.99 Yes 0.98 No 0.55

Determine the Lift chart and the ROC curve (show the table also) for the below data (w come of Yes or No). Show your work. ample# Actual Predicted probability of class Yes Yes 0.85 No 0.70 Yes 0.95 Yes 0.4 No 0.75 No 0.65 Yes 0.99 Yes 0.98 No 0.55

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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Concept explainers

Utility theory

The utility theory in economics is stated based on an individual’s preferences. It explains the behavior of individuals. Depending on the assumption, people can be ranked in order of their preferences. In other words, utility means the property in an object that brings benefit, advantage, pleasure, well-being, welfare, good, or happiness.

Question

Determine the Lift chart and the ROC curve (show the table also) for the below data (with
outcome of Yes or No). Show your work.
Sample# Actual
Predicted probability of
class
Yes
1
Yes
0.85
2
No
0.70
3
Yes
0.95
4
Yes
0.4
5
No
0.75
6
No
0.65
7
Yes
0.99
8
Yes
0.98
9
No
0.55
No
0.97
10

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