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Cross-Validation
April 14, 2022, 11:29 p.m. | Alexandre Rosseto Lemos
Towards Data Science - Medium towardsdatascience.com
What is it and why use it?
Photo by Jeroen den Otter on UnsplashRegression and classification Machine Learning models aim to predict a value or class from the variables contained in the data. Each model has its own algorithm to try to identify the patterns contained in the data that allow an accurate prediction to be made.
The models, in addition to being accurate, must be generalist, with the ability to interpret data never seen before and reach an …
data science holdouts k-fold-cross-validation leave-one-out machine learning validation
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