Academic Journal
A Comparative Evaluation of Sequential Feature Selection Algorithms
| العنوان: | A Comparative Evaluation of Sequential Feature Selection Algorithms |
|---|---|
| المؤلفون: | David W. Aha, Richard L. Bankert |
| المساهمون: | The Pennsylvania State University CiteSeerX Archives |
| المصدر: | http://www.aic.nrl.navy.mil/papers/1994/AIC-94-026.ps. |
| سنة النشر: | 1994 |
| المجموعة: | CiteSeerX |
| مصطلحات موضوعية: | bankerr nrlmry. navy. mil |
| الوصف: | Several recent machine learning publications demonstrate the utility of using feature selection algorithms in supervised learning tasks. Among these, scqucnlial feature s1ion algorithms are receiving attention. The most frequently studied variants of these algorithms are forward and backward sequential selection. Many studies on supervised learning with sequential feature selection report applications of these algorithms, but do not consider variants of them that might be more appropriate for some performance tasks. This paper reports positive empirical results on such variants, and argues for their serious consideration in similar learning tasks. |
| نوع الوثيقة: | text |
| وصف الملف: | application/postscript |
| اللغة: | English |
| Relation: | http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.17.626; http://www.aic.nrl.navy.mil/papers/1994/AIC-94-026.ps |
| الاتاحة: | http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.17.626 http://www.aic.nrl.navy.mil/papers/1994/AIC-94-026.ps |
| Rights: | Metadata may be used without restrictions as long as the oai identifier remains attached to it. |
| رقم الانضمام: | edsbas.9210B5DB |
| قاعدة البيانات: | BASE |
| الوصف غير متاح. |