SOTAVerified

Feature Importance

Papers

Showing 571580 of 890 papers

TitleStatusHype
Inherent Inconsistencies of Feature Importance0
Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability0
Towards Responsible AI for Financial Transactions0
Model-Agnostic Confidence Intervals for Feature Importance: A Fast and Powerful Approach Using Minipatch Ensembles0
Feature Selection for Discovering Distributional Treatment Effect Modifiers0
An Annotated Corpus of Textual Explanations for Clinical Decision SupportCode0
How explainable are adversarially-robust CNNs?0
Unsupervised Features Ranking via Coalitional Game Theory for Categorical DataCode0
Exploring Local Explanations of Nonlinear Models Using Animated Linear Projections0
Incident duration prediction using a bi-level machine learning framework with outlier removal and intra-extra joint optimisationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.76Unverified
2Garson Variable ImportancePearson Correlation0.76Unverified
#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.6Unverified
2Garson Variable ImportancePearson Correlation0.22Unverified
#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.86Unverified
2Garson Variable ImportancePearson Correlation0.64Unverified
#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.83Unverified
2Garson Variable ImportancePearson Correlation0.6Unverified
#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.9Unverified
2Garson Variable ImportancePearson Correlation0.73Unverified
#ModelMetricClaimedVerifiedStatus
1Garson Variable ImportancePearson Correlation0.74Unverified
2VarImpVIANNPearson Correlation0.41Unverified