Improving the classifier accuracy with an integrated approach using medical data – a studyNa?ve Bayes classifierbest first approachAs information plays a vital role in the current scenario, fetching of information from the voluminous quantity seems to be challenging. Therefore, the data mining ...
Combining accuracy and success-rate to improve the performance of eXtended Classifier System (XCS) for data-mining and control applications 来自 Semantic Scholar 喜欢 0 阅读量: 51 作者:MS Panahi,AK Yousefi,M Khorshidi 摘要: The emergence of eXtended Classifier Systems (XCS) raised the bar for ...
This approach has been implemented and tested to show higher classification accuracy for the Adaptive Classifier. The results obtained have lit a great spark for future investigation. 展开 关键词: Diseases Accuracy Diabetes Data mining Classification algorithms Medical diagnostic imaging Bayes methods 被引...
Using a classifier pool in accuracy based tracking of recurring concepts in data stream classification. Evolving Systems. 2013 Mar; 4(1):43- 60. CrossrefM. J. Hosseini, Z. Ahmadi, and H. Beigy. Using a classifier pool in accuracy based tracking of recurring concepts in data stream ...
2.classifier- a word or morpheme used in some languages in certain contexts (such as counting) to indicate the semantic class to which the counted item belongs word- a unit of language that native speakers can identify; "words are the blocks from which sentences are made"; "he hardly said...
Many real world data streams mining applications involve learning from imbalanced data streams,where such applications expect to have a higher predictive accuracy over the minority class,however most classification model assume relatively balanced data streams,they cannot handle imbalanced distribution.In this...
An accuracy-based fuzzy classifier system Learning Classifier Systems have recently been successfully applied to a number of data mining problems. Most of this work has used the accuracy-based XCS, in which rule fitness is based on a rule's ability to predict the expected payoff... J Casilli...
In the proposed method Classification accuracy and prediction accuracy are determined where the prediction accuracy is comparatively high. Keywords—Text Data Mining, Comparative Cross-validation, Radial Basis Function, runtime, accuracy. 展开 被引量: 3 ...
摘要: During the last decades, applications of data mining techniques have been receiving increasing attention from the researchers and computer professionals (J. Luo, et al, 2007). Data mining on localized computer environments no longer meets the demands of solving关键词:...
classifier n. 1. 分类成分,分类词(能显示同义所属关系,如前缀 un 是表示反义的分类成分)an affix or word which shows that a word belongs to a group of words with similar meanings. For example the prefix ‘un’ is a classifier that shows the word is negative. ...