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20 search results found

Variable Importance Plots (VIPs)

Fastshap ⭐ 96

Fast approximate Shapley values in R

Explainable Machine Learning in Survival Analysis

Survshap ⭐ 65

SurvSHAP(t): Time-dependent explanations of machine learning survival models

Varimpact ⭐ 54

Variable importance through targeted causal inference, with Alan Hubbard

🎯🎓 Generalized Targeted Learning Framework

Isarn Sketches Spark ⭐ 27

Routines and data structures for using isarn-sketches idiomatically in Apache Spark

Perform inference on algorithm-agnostic variable importance

Stability Selection with Error Control

Mlr3filters ⭐ 19

Filter-based feature selection for mlr3

Variable importance via oscillations

📦 🎲 R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling

Perform inference on algorithm-agnostic variable importance in Python

Code for the paper 'Variable Selection with Copula Entropy' published on Chinese Journal of Applied Probability and Statistics

Tmle3shift ⭐ 11

🎯 🎲 Targeted Learning of the Causal Effects of Stochastic Interventions

Code for Variable Selection in Black Box Methods with RelATive cEntrality (RATE) Measures

Simulating Supervised Learning Data

Tmle3mopttx ⭐ 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.

Dimension Reduction Forests

Related Searches

R Variable Importance (19)

Machine Learning Variable Importance (17)

Variable Importance Targeted Learning (9)

Causal Inference Variable Importance (8)

Statistics Variable Importance (6)

Feature Selection Variable Importance (5)

Python Variable Importance (4)

Variable Importance Stochastic Interventions (3)

1-20 of 20 search results

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