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Search results for r variable importance
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15 search results found
Vip
⭐
184
Variable Importance Plots (VIPs)
Fastshap
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96
Fast approximate Shapley values in R
Survex
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79
Explainable Machine Learning in Survival Analysis
Varimpact
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54
Variable importance through targeted causal inference, with Alan Hubbard
Tmle3
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33
🎯🎓 Generalized Targeted Learning Framework
Vimp
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21
Perform inference on algorithm-agnostic variable importance
Stabs
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20
Stability Selection with Error Control
Mlr3filters
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19
Filter-based feature selection for mlr3
Vivo
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13
Variable importance via oscillations
Txshift
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12
📦 🎲 R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling
Tmle3shift
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11
🎯 🎲 Targeted Learning of the Causal Effects of Stochastic Interventions
Aps2020
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11
Code for the paper 'Variable Selection with Copula Entropy' published on Chinese Journal of Applied Probability and Statistics
Xy
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8
Simulating Supervised Learning Data
Tmle3mopttx
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7
🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention
Supernova
⭐
5
💫 🎯 Automatic identification of variable and interaction importance using basis functions and non-parametric estimation of interactions/effect modification using joint stochastic interventions.
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