Unsupervised learning algorithms
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those used where there is no outcome variable to predict or classify
R2 (or R‐squared value)
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measures the strength‐of‐fit in a regression model, based on the training
data
data visualization or visual analytics
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Exploration by creating charts and dashboards
Validation Partition
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used to assess the predictive performance of each model so that you can
compare models and choose the best one
test data
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includes known outcomes
successive partitioning
Give this one a try later!
those used where there is no outcome variable to predict or classify
R2 (or R‐squared value)
, Give this one a try later!
measures the strength‐of‐fit in a regression model, based on the training
data
data visualization or visual analytics
Give this one a try later!
Exploration by creating charts and dashboards
Validation Partition
Give this one a try later!
used to assess the predictive performance of each model so that you can
compare models and choose the best one
test data
Give this one a try later!
includes known outcomes
successive partitioning
