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Tag: topic/feature-importance
32 items with this tag.
Nov 09, 2026
Strobl 2007 - Bootstrap-Induced Association
source/ingested
topic/model-validation
topic/feature-importance
topic/random-forests
topic/resampling
type/theorem
type/example
doc/paper
Nov 09, 2026
Strobl 2007 - C-to-U RNA Editing Application
source/ingested
topic/model-validation
topic/feature-importance
topic/random-forests
type/application
type/example
doc/paper
Nov 09, 2026
Strobl 2007 - Conclusions, Scope and Practical Guidance
source/ingested
topic/model-validation
topic/feature-importance
topic/random-forests
type/concept
doc/paper
Nov 09, 2026
Strobl 2007 - Null and Power Case Results
source/ingested
topic/model-validation
topic/feature-importance
topic/random-forests
topic/simulation
type/theorem
type/example
doc/paper
Nov 09, 2026
Strobl 2007 - Null and Power Case Simulation Design
source/ingested
topic/model-validation
topic/feature-importance
topic/random-forests
topic/simulation
type/concept
type/example
doc/paper
Nov 09, 2026
Strobl 2007 - RF Importance Measures and the cforest Alternative
source/ingested
topic/model-validation
topic/feature-importance
topic/random-forests
type/definition
type/concept
doc/paper
Nov 09, 2026
Strobl 2007 - Split-Selection Bias in CART Trees
source/ingested
topic/model-validation
topic/feature-importance
topic/random-forests
topic/multiple-testing
type/theorem
type/concept
doc/paper
Nov 09, 2026
Strobl et al 2007 - Bias in RF Variable Importance - Overview
source/ingested
topic/model-validation
topic/interpretability
topic/feature-importance
topic/random-forests
type/overview
doc/paper
Oct 13, 2026
Hooker Mentch Zhou 2021 - Conditional and Relearning Importance Measures
source/ingested
topic/model-validation
topic/interpretability
topic/feature-importance
type/theorem
type/definition
doc/paper
Oct 13, 2026
Hooker Mentch Zhou 2021 - Extrapolation Mechanism in Forests and Neural Nets
source/ingested
topic/model-validation
topic/interpretability
topic/feature-importance
topic/random-forests
type/concept
type/example
doc/paper
Oct 13, 2026
Hooker Mentch Zhou 2021 - Linear Simulation Design and Theorem 1
source/ingested
topic/model-validation
topic/interpretability
topic/feature-importance
type/theorem
type/example
doc/paper
Oct 13, 2026
Hooker Mentch Zhou 2021 - Partial Dependence Alternatives and Conclusions
source/ingested
topic/model-validation
topic/interpretability
topic/feature-importance
type/concept
doc/paper
Oct 13, 2026
Hooker Mentch Zhou 2021 - Permute-and-Predict Extrapolation - Overview
source/ingested
topic/model-validation
topic/interpretability
topic/feature-importance
type/overview
doc/paper
Oct 13, 2026
Hooker Mentch Zhou 2021 - References and Acknowledgments
source/ingested
topic/model-validation
topic/interpretability
topic/feature-importance
type/reference
doc/paper
Oct 13, 2026
Hooker Mentch Zhou 2021 - Relearning Hypothesis Tests and Bike-Share Application
source/ingested
topic/model-validation
topic/interpretability
topic/feature-importance
type/example
type/concept
doc/paper
Oct 13, 2026
Permute-and-Predict Extrapolation in Variable Importance
source/ingested
topic/model-validation
topic/interpretability
topic/feature-importance
type/concept
type/definition
doc/paper
Oct 13, 2026
Index: Hooker Mentch Zhou 2021 - Permute-and-Predict Extrapolation
type/index
source/ingested
topic/model-validation
topic/feature-importance
Oct 13, 2026
Meinshausen Buhlmann 2010 - Stability Selection - Overview
source/ingested
topic/model-validation
topic/feature-importance
topic/variable-selection
topic/high-dimensional-statistics
type/overview
doc/paper
Oct 13, 2026
Stability Paths and the Stable-Variable Set
source/ingested
topic/model-validation
topic/feature-importance
topic/variable-selection
type/concept
type/definition
type/example
doc/paper
Oct 13, 2026
Stability Selection - Discussion, Limitations and Practice
source/ingested
topic/model-validation
topic/variable-selection
topic/feature-importance
type/concept
doc/paper
Oct 13, 2026
Index: Strobl et al 2007 - Bias in RF Variable Importance
type/index
source/ingested
topic/model-validation
topic/feature-importance
Oct 13, 2026
Conditional Permutation Importance (Strobl 2008 Algorithm)
source/ingested
topic/model-validation
topic/interpretability
topic/feature-importance
topic/random-forests
type/concept
type/definition
doc/paper
Oct 13, 2026
Strobl 2008 - Correlated Predictor Selection in Tree Ensembles
source/ingested
topic/model-validation
topic/interpretability
topic/feature-importance
topic/random-forests
type/concept
type/example
doc/paper
Oct 13, 2026
Strobl 2008 - Digitized Figure Data for Selection Rates and Importance
source/ingested
topic/model-validation
topic/interpretability
topic/feature-importance
topic/random-forests
type/example
doc/paper
Oct 13, 2026
Strobl 2008 - Discussion, mtry Guidance and Limitations
source/ingested
topic/model-validation
topic/interpretability
topic/feature-importance
topic/random-forests
type/concept
doc/paper
Oct 13, 2026
Strobl 2008 - Marginal vs Conditional Importance and Spurious Correlation
source/ingested
topic/model-validation
topic/interpretability
topic/feature-importance
topic/random-forests
type/concept
doc/paper
Oct 13, 2026
Strobl 2008 - Peptide-Binding Application
source/ingested
topic/model-validation
topic/interpretability
topic/feature-importance
topic/random-forests
type/example
doc/paper
Oct 13, 2026
Strobl 2008 - Permutation Importance Null Hypotheses
source/ingested
topic/model-validation
topic/interpretability
topic/feature-importance
topic/random-forests
type/definition
type/theorem
doc/paper
Oct 13, 2026
Strobl 2008 - Simulation Results for Conditional Importance
source/ingested
topic/model-validation
topic/interpretability
topic/feature-importance
topic/random-forests
type/example
doc/paper
Oct 13, 2026
Strobl et al 2008 - Conditional Variable Importance - Overview
source/ingested
topic/model-validation
topic/interpretability
topic/feature-importance
topic/random-forests
type/overview
doc/paper
Oct 13, 2026
Index: Strobl et al 2008 - Conditional Variable Importance
type/index
source/ingested
topic/model-validation
topic/feature-importance
Oct 13, 2026
Index: Feature Importance and Stability
type/index
source/ingested
topic/model-validation
topic/feature-importance
topic/interpretability