The problem with these specialized classification schemes is that they tend to break down once they are applied outside of their original area.
This study is significant in that it was demonstrated that a simple doublet-based feature extraction method remarkably improves the accuracy of conventional classifiers all the way up to the level of specialized classification algorithms such as TSP and k-TSP.
Reflectance spectra show characteristic hemoglobin absorption features, and can be used for specialized classification techniques, as shown in the following section.
December 11 , 1863Dover, Delaware April 13 , 1941Cambridge, Massachusetts Annie Jump Cannon, (born December 11 , 1863 Dover, Delaware, U.S. died April 13 , 1941 Cambridge, Massachusetts) American astronomer who specialized in the classification of stellar spectra.
Some are specialized in the classification of articles, e.g. AnneOTate, CISMeF, and MedMOLE.
The software TFAM1.3, specialized in tRNA classification, detects the gene as valid tRNA and classifies it as proline type.
The one-vs-all approach consists of dividing the n-class problem into an ensemble of n pairwise classification problems, each of which is specialized in separating one class from all others.
The agents in each one of the layers are specialized in specific tasks, such as data gathering, data classification, and visualization.
First, we describe a generic framework, EDS, which has been specialized for the generation of audio features and is used for supervised classification and regression problems.
The difference between these tools is that Mallet is specialized in machine learning applications to text, such as information extraction and document classification, while Weka is for general machine learning and data mining tasks.
Although further data are needed to induce good generalization performance, resulting product classification systems are considered to be a viable approach to support specialized learning surrogate LCA models for different classes of products.
