Similar words: attribution, preselection, attribute, feature selection, adverse selection, attribute list, attribute name, be attributed to.
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(1) The choice of attribute selection metric to split has an important impact on the shape and the depth of the resulting decision tree.
(2) This paper has proposed a new attribute selection algorithm, namely the algorithm is based on information gain and support vector machine recursive feature elimination(SVM-RFE).
(3) This paper uses a new attribute selection metric to construct decision tree, called the gain-ratio criterion, replace the gain criterion.
(4) It improves the accuracy of attribute selection, overcomes the impact of noise data effectively and strengthened generalization ability of the decision tree.
(5) We adopt a way of attribute selection based on word entropy, use vectors which are represented by word frequency, and deduce its corresponding Bayesian formula.
(6) At the same time, the solution using attribute selection and instance selection to realize the approximation mining is brought out, and the mining efficiency and result model.
(7) The former algorithm makes improvements from three aspects: discretization, reducing dimension, attribute selection, which effectively solves the conflict between efficiency and prediction precision.
(8) In order to solve the data scarcity problem of massive short text categorization, a semi-supervised short text categorization method based on attribute selection was presented. Sentencedict.com
(9) The large-scale database or data warehouse is a huge amount of data in the real world, so data pre-processing must be done by attribute selection technology in Data Mining.
(10) But most of the existent decision tree algorithms suffer a problem, namely multivalue bios, in the process of attribute selection.
(11) The decision tree constructed with the new standard of attribute selection has the following characteristics:fewer leaf nodes, fewer levels of average depth, better generalization of leaf nodes.
(12) According to the forest form map layers of patches coverage in the year of 1996, different thematic patches coverage obtained from attribute selection has been transformed into Area of Interest (AOI).
(13) The abstract channel model for learning from examples is presented and a new attribute selection measure (channel capacity) is introduced.
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