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math.ST2007★ 223 cited
Nonlinear Models Using Dirichlet Process Mixtures
Babak Shahbaba, Radford M. Neal
We introduce a new nonlinear model for classification, in which we model the joint distribution of response variable, y, and covariates, x, non-parametrically using Dirichlet proce…
math.ST2007
A Method for Avoiding Bias from Feature Selection with Application to Naive Bayes Classification Models
Longhai Li, Jianguo Zhang, Radford M. Neal
For many classification and regression problems, a large number of features are available for possible use - this is typical of DNA microarray data on gene expression, for example.…