مقاله وارد کردن شرح دامنه بردار: الگوریتم یادگیری یک کلاس منطقی هسته

عنوان مقاله فارسی: وارد کردن شرح دامنه بردار: الگوریتم یادگیری یک کلاس منطقی هسته عنوان مقاله لاتین: Import Vector Domain Description: A Kernel Logistic One-Class Learning Algorithm نویسندگان: Sergio Decherchi; Walter Rocchia تعداد صفحات: 7 سال انتشار: 2017 زبان: لاتین Abstract: Recognizing the samples belonging to one class in a heterogeneous data set is a very interesting but tough machine learning task. Some samples of the data set can be actual outliers or members of other classes for which training examples are lacking. In contrast to other kernel approaches present in the literature, in this work, the problem is faced defining a one-class kernel machine that delivers the probability for a sample to belong