تقويم بيانات العمر والنوع للتعداد العام للسكان في العراق باستعمال مقدرات Kernel Bayesian اللامعلمية
نویسندگان
چکیده
منابع مشابه
Sequential Bayesian Kernel Regression
We propose a method for sequential Bayesian kernel regression. As is the case for the popular Relevance Vector Machine (RVM) [10, 11], the method automatically identifies the number and locations of the kernels. Our algorithm overcomes some of the computational difficulties related to batch methods for kernel regression. It is non-iterative, and requires only a single pass over the data. It is ...
متن کاملNonparametric Bayesian Kernel Models
Kernel models for classification and regression have emerged as widely applied tools in statistics and machine learning. We discuss a Bayesian framework and theory for kernel methods, providing a new rationalization of kernel regression based on nonparametric Bayesian models. Functional analytic results ensure that such a nonparametric prior specification induces a class of functions that span ...
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ژورنال
عنوان ژورنال: Journal of Economics and Administrative Sciences
سال: 2014
ISSN: 2227-703X,2518-5764
DOI: 10.33095/jeas.v20i76.698