• Logistic regression with 1 variable • Logistic regression with 5 variables • KNN with K=1 using all 5 variables • KNN with K=3 using all 5 variables Logistic regression with 1 variable Logistic regression with 5 variables KNN with K=1 using all 5 variables KNN with K=3 using all 5 variables

Linear Algebra: A Modern Introduction
4th Edition
ISBN:9781285463247
Author:David Poole
Publisher:David Poole
Chapter7: Distance And Approximation
Section7.3: Least Squares Approximation
Problem 35EQ
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Please rank these four classification models from the most flexible model to the least flexible model: (assume that the dataset contains 5 variables, but a model doesn't have to use all variables. )
• Logistic regression with 1 variable
• Logistic regression with 5 variables
• KNN with K=1 using all 5 variables
• KNN with K=3 using all 5 variables
Logistic regression with 1 variable
Logistic regression with 5 variables
KNN with K=1 using all 5 variables
KNN with K=3 using all 5 variables
Transcribed Image Text:Please rank these four classification models from the most flexible model to the least flexible model: (assume that the dataset contains 5 variables, but a model doesn't have to use all variables. ) • Logistic regression with 1 variable • Logistic regression with 5 variables • KNN with K=1 using all 5 variables • KNN with K=3 using all 5 variables Logistic regression with 1 variable Logistic regression with 5 variables KNN with K=1 using all 5 variables KNN with K=3 using all 5 variables
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