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OptimizedForest Public
Implementation of the Optimal Subforest algorithm "OptimizedForest"
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SmoothPrivateForest Public
Fletcher, S., & Islam, M. Z. (2017). Differentially private random decision forests using smooth sensitivity. Expert Systems with Applications, 78, 16-31.
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SysFor Public
Implementation of the decision forest algorithm SysFor, a forest of high accuracy decision trees.
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DMI Public
Implements the DMI imputation algorithm for imputing missing values in a dataset from Rahman, M. G., and Islam, M. Z. (2013): Missing Value Imputation Using Decision Trees and Decision Forests by S…
java data data-mining < 8000 a data-ga-click="Topic, repository list" data-octo-click="topic_click" data-octo-dimensions="topic:analysis,repository_id:281063632,repository_nwo:zislam/DMI,repository_public:true,repository_is_fork:false" href="/topics/analysis" title="Topic: analysis" data-view-component="true" class="topic-tag topic-tag-link f6 my-1 tmp-my-1"> analysis mining weka imputation -
CAIRAD Public
Implements the CAIRAD techique for detecting noisy values in a dataset for Weka
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ForExPlusPlus Public
Implementation of ForEx++ - "A New Framework for Knowledge Discovery from Decision Forests" by Md Nasim Adnan and Md Zahidul Islam
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GenClustPlusPlus Public
Class implementing GenClust++ clustering algorithm.
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CSForest Public
Weka implementation of the cost-sensitive decision forest algorithm CSForest.
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ForestPA Public
Class implementing decision forest algorithm Forest PA, using bootstrap samples and penalized attributes. Uses and depends on SimpleCart.
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