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If a data set has 10403 data observations, the maximum number of leat nodes in a tree grown on that data set is 10403. However, it is best to stop the tree's growth before that happen to avoid overhitting issues True O False

If a data set has 10403 data observations, the maximum number of leat nodes in a tree grown on that data set is 10403. However, it is best to stop the tree's growth before that happen to avoid overhitting issues True O False

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
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If a data set has 10403 data observations, the maximum number of leaf nodes in a tree grown on that data set is 10403. However, it is best to stop the tree's growth before that happens to avoid overfitting issues. • True O False
Transcribed Image Text:If a data set has 10403 data observations, the maximum number of leaf nodes in a tree grown on that data set is 10403. However, it is best to stop the tree's growth before that happens to avoid overfitting issues. • True O False
Given a data set where y is a function of x. Could the model y = 0122 + 02x +0gbe considered linear? True False The log link function is associated with which distribution in the context of generalized linear models? Normal distribution O Exponential distribution Binomial distribution O Poisson distribution The update rule: Z41 =+aVf (z) corresponds to the update rule of the gradient descent algorithm. True O False
Transcribed Image Text:Given a data set where y is a function of x. Could the model y = 0122 + 02x +0gbe considered linear? True False The log link function is associated with which distribution in the context of generalized linear models? Normal distribution O Exponential distribution Binomial distribution O Poisson distribution The update rule: Z41 =+aVf (z) corresponds to the update rule of the gradient descent algorithm. True O False
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