[Download pdf] Feature Selection in Data Mining - Approaches Based on Information Theory
✿ Jing Zhou ✿
| #4083233 in Books | 2007-09-10 | Original language:English | PDF # 1 | 9.61 x.22 x6.69l,.39 | File Name: 3836427117 | 104 pages
||About the Author|Is an Applied Science Researcher in Microsoft, solving research problems that impact business performance and building advanced prototypes. He received a Ph.D. from the University of Pennsylvania.
In many predictive modeling tasks, one has a fixed set of observations from which a vast, or even infinite, set of potentially predictive features can be computed. Of these features, often only a small number are expected to be useful in a predictive model. Models which use the entire set of features will almost certainly overfit on future data sets. The book presents streamwise feature selection which interleaves the process of generating new features with that of feat...
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You easily download any file type for your gadget.Feature Selection in Data Mining - Approaches Based on Information Theory | Jing Zhou.Not only was the story interesting, engaging and relatable, it also teaches lessons.