Classification and regression tree (CART ... CART methods are frequently used in applications where it is difficult to specify an appropriate regression model explicitly. In this short course we will ...

meaning it is the algorithms that turn a data set into a model. Which kind of algorithm works best (supervised, unsupervised, classification, regression, etc.) depends on the kind of problem you ...

how to tune those models, and determining whether other options will provide certain trade-offs. We will cover Regression, Classification, Trees, Resampling, Unsupervised techniques, and much more! In ...

While multiple machine learning (ML) algorithms offered similar predictive performance, the cost-effective analysis revealed ...

Linear regression models are used for binary classification that can then be generalized to multiclass classification and normally perform very well. Researchers from the US Air Force Medical ...