Which of the following are machine learning models that can solve classification problems directly (without modifications or combination with other models/methods)? Select all that apply. random forest k-nearest neighbor classification linear regression polynomial regression O gradient descent mini-batch stochastic gradient descent ridge regression decision tree stochastic gradient descent over-fitting multi-class logistic regression regularization image convolution LASSO regression

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
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machine learning models

Which of the following are machine learning models that can solve classification
problems directly (without modifications or combination with other
models/methods)? Select all that apply.
random forest
k-nearest neighbor classification
linear regression
polynomial regression
gradient descent
mini-batch stochastic gradient descent
ridge regression
decision tree
stochastic gradient descent
over-fitting
multi-class logistic regression
regularization
image convolution
LASSO regression
Transcribed Image Text:Which of the following are machine learning models that can solve classification problems directly (without modifications or combination with other models/methods)? Select all that apply. random forest k-nearest neighbor classification linear regression polynomial regression gradient descent mini-batch stochastic gradient descent ridge regression decision tree stochastic gradient descent over-fitting multi-class logistic regression regularization image convolution LASSO regression
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