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Papers Benchmarks Datasets Tasks

NHANES dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

NHANES

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Canonical Correlation Analysis

NHANES

0.639Correlation (rho_r)

6

MASLD Prediction

NHANES (test)

83AUROC

4

Diabetes Prediction

NHANES (3 stratified folds)

96.79Accuracy

4

Obesity status prediction

NHANES pediatric sample

0.674Accuracy

4

Feature Selection

NHANES

59Feature Count

4

NHANES

0ATE Range

3

Logistic Regression

nhanes3 (5-fold CV)

79.23Accuracy

2

Psychiatric and sleep-related binary classification

NHANES 2013-2014

—Primary metric

0

Canonical Correlation Analysis

NHANES

—Primary metric

0

Diagnosis prediction

NHANES

—Recall@1

0

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Popular tasks

Imputation Canonical Correlation Analysis Classification Diagnosis prediction Health risk prediction

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