Identifying representative trees from ensembles
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[1] Yoav Freund,et al. Experiments with a New Boosting Algorithm , 1996, ICML.
[2] Xiaochun Li,et al. High-Dimensional Data Analysis in Cancer Research , 2009 .
[3] Leo Breiman,et al. Bagging Predictors , 1996, Machine Learning.
[4] Edward I. George,et al. Managing Multiple Models , 2001, AISTATS.
[5] Atanu Biswas et al.. Statistical advances in the biomedical sciences , 2013 .
[6] S. Keleş,et al. Residual‐based tree‐structured survival analysis , 2002, Statistics in medicine.
[7] M. Banerjee,et al. Recursive partitioning for prognostic grouping of patients with clinically localized prostate carcinoma , 2000, Cancer.
[8] Eric R. Ziegel,et al. The Elements of Statistical Learning , 2003, Technometrics.
[9] A. Hanlon,et al. Recursive partitioning identifies patients at high and low risk for ipsilateral tumor recurrence after breast-conserving surgery and radiation. , 2002, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.
[10] Y. Laberge. Handbook of statistics in clinical oncology , 2013 .
[11] W. Shannon,et al. Combining classification trees using MLE. , 1999, Statistics in medicine.
[12] References , 1971 .
[13] M. LeBlanc,et al. Relative risk trees for censored survival data. , 1992, Biometrics.
[14] E Graf,et al. Assessment and comparison of prognostic classification schemes for survival data. , 1999, Statistics in medicine.
[15] John R. Stevens,et al. Tree-Based Methods , 2009 .
[16] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[17] M. Xiong,et al. Recursive partitioning for tumor classification with gene expression microarray data , 2001, Proceedings of the National Academy of Sciences of the United States of America.
[18] Udaya B. Kogalur,et al. Random Survival Forests for R , 2007 .
[19] J. Ross Quinlan,et al. Bagging, Boosting, and C4.5 , 1996, AAAI/IAAI, Vol. 1.
[20] Mousumi Banerjee,et al. Tree-based model for breast cancer prognostication. , 2004, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.
[21] M. Segal,et al. Relating HIV-1 Sequence Variation to Replication Capacity via Trees and Forests , 2004, Statistical applications in genetics and molecular biology.
[22] Burton H. Singer,et al. Recursive partitioning in the health sciences , 1999 .
[23] J. Sterne,et al. Development and validation of a prognostic model for survival time data: application to prognosis of HIV positive patients treated with antiretroviral therapy , 2004, Statistics in medicine.
[24] Mousumi Banerjee,et al. Tree‐Based Methods for Survival Data , 2007 .
[25] F. Harrell,et al. Evaluating the yield of medical tests. , 1982, JAMA.
[26] S. Singletary,et al. Recursive partitioning analysis of locoregional recurrence patterns following mastectomy: implications for adjuvant irradiation. , 2001, International journal of radiation oncology, biology, physics.
[27] Wei-Yin Loh,et al. Classification and regression trees , 2011, WIREs Data Mining Knowl. Discov..
[28] H. Ishwaran,et al. Relative Risk Forests for Exercise Heart Rate Recovery as a Predictor of Mortality , 2004 .