There are a number of application examples pertaining to natural language processing, more specifically in the areas of sentiment classification, text classification, spam email detection, and multiple language text classification.
In the area of classification, C4.5 is a known algorithm widely used to design decision trees.
In the future, we plan to improve in the area of classification accuracies in distributed computing by experimenting with different types of classifier algorithms.
The currently formed International Veterinary Epilepsy Task Force has crafted several consensus statements to help overcome these challenges in the area of Classification, Diagnosis, Treatment, Neuroimaging, Treatment outcomes, and Neuropathology.
Repeated analysis of borderline samples makes the area of classification uncertainty on either side of the threshold substantially smaller, reducing the proportion of false negative classifications to less than one percent.
Further, the channel selection has been used to improve the other areas of EEG classification.
With the advancements in technology as well as different areas of pattern classification and machine learning, efforts have been made to automate the analysis of PCG signals.
> -wrap-foot> Table 4 presents the key results related to the quality of sick child care in the areas of assessment, classification and treatment, including the rational use of antibiotics and referral of the child to a health facility.
However, the spatial distribution of the weight vector does provide some information about the contribution of different areas to classification [Ecker et al., 2010a] and in this case is suggestive of a distributed pattern of relative deficit or excess of white matter in OCD with respect to healthy controls.
The area of magnetic classification within magnetic separation bears on the former case.
