lymphoma

lymph.X

lymph.y


This is one of the microarray data sets used to demonstrate BCBCSF in the reference article. Information about this data set can be found from the reference. 


d5:lymphoma

Fully Bayesian Classification with a subset of high-dimensional features, such as expression levels of genes. The data are modeled with a hierarchical Bayesian models using heavy-tailed t distributions as priors. When a large number of features are available, one may like to select only a subset of features to use, typically those features strongly correlated with the response in training cases. Such a feature selection procedure is however invalid since the relationship between the response and the features has be exaggerated by feature selection. This package provides a way to avoid this bias and yield better-calibrated predictions for future cases when one uses F-statistic to select features.

d5:lymphoma: Lymphoma Microarray Data

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