There are many techniques that have been developed in data analytics. In this short course, we will focus on classification, or supervised learning techniques. These approaches include linear ...

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 ...

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 ...