Predicting gene function using hierarchical multi-label decision tree ensembles
作者： Leander Schietgat , Celine Vens , Jan Struyf , Hendrik Blockeel , Dragi Kocev
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摘要: … and is set in the predictive clustering tree (PCT) … of clusters: the top-node corresponds to one cluster containing all training examples, which is recursively partitioned into smaller clusters …
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Leo Breiman, OUT-OF-BAG ESTIMATION ,(1996)
Luc De Raedt, Hendrik Blockeel, Jan Ramon, Top-Down Induction of Clustering Trees international conference on machine learning. pp. 55- 63 ,(1998)
Dragi Kocev, Celine Vens, Jan Struyf, Sašo Džeroski, Ensembles of Multi-Objective Decision Trees european conference on machine learning. ,vol. 4701, pp. 624- 631 ,(2007) , 10.1007/978-3-540-74958-5_61
Hendrik Blockeel, Leander Schietgat, Jan Struyf, Sašo Džeroski, Amanda Clare, Decision Trees for Hierarchical Multilabel Classification: A Case Study in Functional Genomics Lecture Notes in Computer Science. ,vol. 4213, pp. 18- 29 ,(2006) , 10.1007/11871637_7
Harris Drucker, Improving Regressors using Boosting Techniques international conference on machine learning. pp. 107- 115 ,(1997)
Thorsten Joachims, Making large scale SVM learning practical Technical reports. ,(1999) , 10.17877/DE290R-14262
Jan Struyf, Sašo Džeroski, Hendrik Blockeel, Amanda Clare, Hierarchical Multi-classification with Predictive Clustering Trees in Functional Genomics Progress in Artificial Intelligence. ,vol. 3808, pp. 272- 283 ,(2005) , 10.1007/11595014_27
Richard A Olshen, Charles J Stone, Leo Breiman, Jerome H Friedman, Classification and regression trees ,(1983)
BSCH OLKOPF, C Burges, A Smola, Advances in kernel methods: support vector learning international conference on neural information processing. ,(1999) , 10.5555/299094
Frank Wilcoxon, Individual Comparisons by Ranking Methods Springer Series in Statistics. ,vol. 1, pp. 196- 202 ,(1992) , 10.1007/978-1-4612-4380-9_16