However, during our study attempt to improve the segmentation process, we found that SCHNN segmentation results depend strongly on some parameters in the energy function formulating the classification problem.
In this paper, to overcome the weight problem of FC-Ranker, we deal with the weight of training error as a variable, and employ the primal SVM technique [ 21] to re-formulate the classification problem as the CRanker classification model.
To formulate a classification problem, each product sample was assigned a class label and a fuzzy membership that corresponded to this label.
This book gives a concise introduction to SVMs for pattern recognition, and it includes a detailed description of how to formulate text-classification tasks for machine learning.
The CU split decision is formulated as classification problem for which a probability density function is estimated.
Many of such applications can be formulated to classification and dimension reduction problems in machine learning.
Similar rules were formulated by classification trees for chromosome 17 that consider downregulated genes of other levels of severity (Additional file 6).
To formulate the classification problem using Lasso, we express the PDB structure as a linear combination of the members of the ensemble (each member is thus a feature).
As a result, consensus may not be the easiest or most appropriate manner to formulate a classification system, which has requirements of being strictly defined, detailed and discriminative.
Chinese Pathologic Consensus Group suggested the term "Neuroendocrine neoplasm (NEN)" instead of "Neuroendocrine Tumor (NET)" and formulated the classification criteria by the use of Ki-67 index/mitotic rate and histology.
The designations Tertiary and Quaternary, however, are relics of early attempts in the late 18th century at formulating a stratigraphic classification that included the now wholly obsolete terms Primary and Secondary.
