Homework Help is Here – Start Your Trial Now!
Engineering
Computer Science
The following table shows a small set of predictive model validation results for a classification, model with both actual and propensities.

The following table shows a small set of predictive model validation results for a classification, model with both actual and propensities.

Database System Concepts
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
See similar textbooks
icon
Related questions
Question
The following table shows a small set of predictive model validation results for a classification, model with both actual and propensities. Actual Class Propensity Actual Predictive C1 0.02 C2 Total 1 0.65 0.38 True Positive (TP) = 1 0.88 True Negative (TN) = 0.43 False Positive (FP) = 0.23 False Negative (FN) = 1 0.51 Total (n) = 0.49 Number of misclassified observations = 0.29 0.21 Use the cutoff value of 0.5 to calculate the following: 1 0.84 Error Rate = 0.04 Sensitivity = 0.11 Specificity = 0.53 0.51 1 0.79 0.51 0.29 0.06 0.21 O O o o
Transcribed Image Text:The following table shows a small set of predictive model validation results for a classification, model with both actual and propensities. Actual Class Propensity Actual Predictive C1 0.02 C2 Total 1 0.65 0.38 True Positive (TP) = 1 0.88 True Negative (TN) = 0.43 False Positive (FP) = 0.23 False Negative (FN) = 1 0.51 Total (n) = 0.49 Number of misclassified observations = 0.29 0.21 Use the cutoff value of 0.5 to calculate the following: 1 0.84 Error Rate = 0.04 Sensitivity = 0.11 Specificity = 0.53 0.51 1 0.79 0.51 0.29 0.06 0.21 O O o o
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 3 steps

SEE SOLUTIONCheck out a sample Q&A here
Blurred answer
Knowledge Booster
Dynamic Table
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, computer-science and related others by exploring similar questions and additional content below.
Recommended textbooks for you
Database System Concepts
Database System Concepts
Computer Science
ISBN:
9780078022159
Author:
Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:
McGraw-Hill Education
Starting Out with Python (4th Edition)
Starting Out with Python (4th Edition)
Computer Science
ISBN:
9780134444321
Author:
Tony Gaddis
Publisher:
PEARSON
Digital Fundamentals (11th Edition)
Digital Fundamentals (11th Edition)
Computer Science
ISBN:
9780132737968
Author:
Thomas L. Floyd
Publisher:
PEARSON
C How to Program (8th Edition)
C How to Program (8th Edition)
Computer Science
ISBN:
9780133976892
Author:
Paul J. Deitel, Harvey Deitel
Publisher:
PEARSON
Database Systems: Design, Implementation, & Manag…
Database Systems: Design, Implementation, & Manag…
Computer Science
ISBN:
9781337627900
Author:
Carlos Coronel, Steven Morris
Publisher:
Cengage Learning
Programmable Logic Controllers
Programmable Logic Controllers
Computer Science
ISBN:
9780073373843
Author:
Frank D. Petruzella
Publisher:
McGraw-Hill Education
SEE MORE TEXTBOOKS