标题
Hyperparameters and tuning strategies for random forest
作者
关键词
-
出版物
Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery
Volume -, Issue -, Pages e1301
出版商
Wiley
发表日期
2019-01-29
DOI
10.1002/widm.1301
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- On the overestimation of random forest’s out-of-bag error
- (2018) Silke Janitza et al. PLoS One
- ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R
- (2017) Marvin N. Wright et al. Journal of Statistical Software
- Unbiased split variable selection for random survival forests using maximally selected rank statistics
- (2017) Marvin N. Wright et al. STATISTICS IN MEDICINE
- Do little interactions get lost in dark random forests?
- (2016) Marvin N. Wright et al. BMC BIOINFORMATICS
- Random forest in remote sensing: A review of applications and future directions
- (2016) Mariana Belgiu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- A random forest guided tour
- (2016) Gérard Biau et al. TEST
- A random forest guided tour
- (2016) Gérard Biau et al. TEST
- Pitfalls of hypothesis tests and model selection on bootstrap samples: Causes and consequences in biometrical applications
- (2015) Silke Janitza et al. BIOMETRICAL JOURNAL
- Building Predictive Models inRUsing thecaretPackage
- (2015) Max Kuhn Journal of Statistical Software
- Benchmarking local classification methods
- (2013) Bernd Bischl et al. COMPUTATIONAL STATISTICS
- Random forest Gini importance favours SNPs with large minor allele frequency: impact, sources and recommendations
- (2011) A.-L. Boulesteix et al. BRIEFINGS IN BIOINFORMATICS
- Random Forests for Genetic Association Studies
- (2011) Benjamin A Goldstein et al. Statistical Applications in Genetics and Molecular Biology
- To Explain or to Predict?
- (2011) Galit Shmueli STATISTICAL SCIENCE
- Variable selection using random forests
- (2010) Robin Genuer et al. PATTERN RECOGNITION LETTERS
- Variable Importance Assessment in Regression: Linear Regression versus Random Forest
- (2009) Ulrike Grömping AMERICAN STATISTICIAN
- Out-of-bag estimation of the optimal sample size in bagging
- (2009) Gonzalo Martínez-Muñoz et al. PATTERN RECOGNITION
- An experimental comparison of performance measures for classification
- (2008) C. Ferri et al. PATTERN RECOGNITION LETTERS
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