SOTAVerified

Imputation

Substituting missing data with values according to some criteria.

Papers

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Showing 1161–1170 of 1237 papers

TitleStatusHype
Predicting blood pressure under circumstances of missing data: An analysis of missing data patterns and imputation methods using NHANESCode0
Predicting Infant Brain Connectivity with Federated Multi-Trajectory GNNs using Scarce DataCode0
Prediction Models That Learn to Avoid Missing ValuesCode0
Prediction of Lung Metastasis from Hepatocellular Carcinoma using the SEER DatabaseCode0
Predictive Analytics of Varieties of PotatoesCode0
Preventing Model Collapse in Gaussian Process Latent Variable ModelsCode0
Probabilistic Imputation for Time-series Classification with Missing DataCode0
Probabilistic Learning of Multivariate Time Series with Temporal IrregularityCode0
Probabilistic sequential matrix factorizationCode0
ProtRank: Bypassing the imputation of missing values in differential expression analysis of proteomic dataCode0
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All datasetsHMNISTPhysioNet Challenge 2012Sprites

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GP-VAE (B-NLST)AUROC0.96—Unverified
#ModelMetricClaimedVerifiedStatus
1GP-VAE (B-NLST)AUROC0.74—Unverified
#ModelMetricClaimedVerifiedStatus
1GP-VAE (B-NLST)MSE0—Unverified