Logistic regression analysis of high-dimensional data, such as natural language text, poses computational and statistical challenges. Maximum likelihood estimation often fails in these applications.

We consider the problem of Bayesian contextual classification with spatial correlation structure in which the neighbors of an unclassified observation vector z₀, and z₀ itself, are correlated with the ...

For example, instead of building a single classification data mining model as with Oracle Data Miner "Classic" GUI, ODM'r 11 g R2 new GUI automatically builds four predictive models using all four ODM ...