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    Learning classifier system,  · Learning classifier systems, or LCS, are a paradigm of rule-based machine learning methods that combine a discovery component (e.g. typically a genetic algorithm) with a learning component (performing either supervised learning, reinforcement learning, or unsupervised learning).[2] Learning classifier systems seek to identify a set of context ...A Comprehensive Guide to Learning Text Classification,  · In this article, we shall examine what text classification is and understand its significance. We live in a fast-paced age where no one has time to read an entire message. Usually, one glances through emails and other communication to get the gist of the matter. It ...Visual exploration of an ensemble of classifiers,  · In this work, we presented visual analytics tools to support a specialist user in interpreting the behavior of an ensemble of classifiers and its underlying models. Through the use of decision boundary and confusion maps, one can visualize the general behavior of the classifier, as well as inspect regions of interest to better understand why certain decisions are made.One,  · Traditional text and document classifiers need at-least two well-defined classes, and this idea does not work for one-class document classification. For document analysis, many research articles have been reported concerning different classifiers during the last two decades [7] , but very less number of researches has been done with respect to one-class classification.Spiral separator,  · Spiral separators of the wet type, also called spiral concentrators, are devices to separate solid components in a slurry, based upon a combination of the solid particle density as well as the particle's hydrodynamic properties (e.g. drag). The device consists of a ....

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    Knelson concentrator,  · This article needs attention from an expert in Mining. Please add a reason or a talk parameter to this template to explain the issue with the article.WikiProject Mining may be able to help recruit an expert. A Knelson concentrator is a type of gravity concentration apparatus, predominantly used in the gold mining industry. ...Deep Learning and Neurology: A Systematic Review,  · Although much of the work in connectome mapping has relied on less complex classifiers, recent publications have explored the benefits of deep learning [66, 67]. When applied to fMRI data, deep learning has several advantages over simpler SVMs and Lasso models, and exhibits an exponential gain in accuracy over simpler models with increasing volumes of training data [ 5 , 68 ].