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F-tests for feature selection.
F-tests for feature selection.
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Figshare
2022-02-25 更新
2026-04-28 收录
统计特征选择
F检验方法
数据链接:
https://figshare.com/articles/dataset/F-tests_for_feature_selection_/19239748
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资源简介:
Available to view/download at https://osf.io/xsp4c/. (TXT)
应用场景:
创建时间:
2022-02-25
相关数据集
Additional file 4 of fastJT: An R package for robust and efficient feature selection for machine learning and genome-wide association studies
全基因组关联分析
统计特征选择
An R script for comparing the empirical rejection rates between the JT method and the linear regression method. (R 2 kb)
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Variable importance ranking for factors influencing the p-values.
统计特征选择
模型可解释性
The ranking is constructed by random forest on OOB data.
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Variables selected for multivariate prediction model development.
时序预测
统计特征选择
t indicates the predicted time point, and t-1 indicates a previous time point (see Methods for details). With the exception of the consumer price index, all variables were significant after Bonferroni
NIAID Data Ecosystem
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Approaches and R packages applied for feature selection prior to statistical modelling.
统计特征选择
R语言建模工具
Approaches and R packages applied for feature selection prior to statistical modelling.
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2015-12-03 更新
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Appendix D. Forward selection simulations carried out in the multivariate situation: using one or two stopping criteria.
统计特征选择
多元建模模拟
Forward selection simulations carried out in the multivariate situation: using one or two stopping criteria.
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