Which of the following are machine learning models that perform dimensionality reduction? Select all that apply. t-distributed stochastic neighbor embedding (tSNE) LASSO regression O random forest classification O Multidimensional scaling (MDS) over-fitting O Principle Component Analysis (PCA) K-Means clustering Isomap k-NN classification regularization stochastic gradient descent

MIS
9th Edition
ISBN:9781337681919
Author:BIDGOLI
Publisher:BIDGOLI
Chapter13: Intelligent Information Systems
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Machine learning
Which of the following are machine learning models that perform dimensionality reduction? Select all that apply.
t-distributed stochastic neighbor embedding (tSNE)
LASSO regression
O random forest classification
O Multidimensional scaling (MDS)
over-fitting
O Principle Component Analysis (PCA)
K-Means clustering
O Isomap
k-NN classification
regularization
stochastic gradient descent
Transcribed Image Text:Which of the following are machine learning models that perform dimensionality reduction? Select all that apply. t-distributed stochastic neighbor embedding (tSNE) LASSO regression O random forest classification O Multidimensional scaling (MDS) over-fitting O Principle Component Analysis (PCA) K-Means clustering O Isomap k-NN classification regularization stochastic gradient descent
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