Multivariate Alternating Decision Tree

版本 1.0.0.0 (8.1 MB) 作者: ZyUng
Multivariate ADTrees are multivariate extensions to Alternating Decision Tree (ADTree).
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Multivariate ADTrees are multivariate extensions to Alternating Decision Tree (ADTree). These variants are Fisher's ADTree, Sparse ADTree, and Regularized Logistic ADTree. Regularization techniques such as Ridge, Lasso, and Elastic Net are incorporated into ADTree, a special decision tree induced based on boosting algorithm.
View this link for more information: http://aue.erc.monash.edu.au/webMathematica/Asue/ADTree.jsp
Please cite the following papers if you use the toolbox in your work:
1. Sok H K, Ooi M P-L, Kuang Y C and Demidenko S 2016 Multivariate alternating decision trees Pattern Recognition 50 195-209
2. Sok H K, Ooi M P-L and Kuang Y C 2015 Sparse alternating decision tree Pattern Recognition Letters 60 57-64

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ZyUng (2025). Multivariate Alternating Decision Tree (https://ww2.mathworks.cn/matlabcentral/fileexchange/58182-multivariate-alternating-decision-tree), MATLAB Central File Exchange. 检索时间: .

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adtree package/adtree/ADTree_AdaBoost/

adtree package/adtree/ADTree_LogitBoost/

adtree package/adtree/adtree_adaboost/ADTree_Model/

adtree package/adtree/adtree_logitboost/LADTree_Model/

adtree package/spasm/

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1.0.0.0

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