Question 25 (1 point) Listen What happens when you overfit a regression model? The model captures too much of the random variation in the sample data and fails to predict accurately for the population. The p-value for the F-test of overall significance is greater than 0.05. So many variables are added to the model that the Adjusted R² value exceeds 1 None of the relationships in the model are found to be statistically significant.

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
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Question 25 (1 point)
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What happens when you overfit a regression model?
The model captures too much of the random variation in the sample data and
fails to predict accurately for the population.
The p-value for the F-test of overall significance is greater than 0.05.
So many variables are added to the model that the Adjusted R² value exceeds 1
None of the relationships in the model are found to be statistically significant.
Transcribed Image Text:Question 25 (1 point) Listen What happens when you overfit a regression model? The model captures too much of the random variation in the sample data and fails to predict accurately for the population. The p-value for the F-test of overall significance is greater than 0.05. So many variables are added to the model that the Adjusted R² value exceeds 1 None of the relationships in the model are found to be statistically significant.
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