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Table 2 Final sets of biomarkers and their corresponding accuracy and AUC performances for the DPT-1 dataset

From: Feature ranking based on synergy networks to identify prognostic markers in DPT-1

Performance

Individual

Network-based

Exhaustive

Measure

ranking

ranking

search

Accuracy

2-h glucose, IAA, ICA512, peakC-peptide, AUC C-peptide

70.59%

2-h glucose, IAA, fasting glucose (IVGTT), ICA512, peak C-peptide, AUC C-peptide, FPIR-to-HOMA-IR ratio

73.40%

2-h glucose, AUC C-peptide, BMI, FPIR-to-HOMA-IR ratio, fasting insulin (IVGTT), HOMAIR, HbA1c, IAA, ICA512, peak C-peptide

73.48%

AUC

age, 2-h glucose, IAA, ICA512, peak C-peptide, AUC C-peptide

0.6779

2-h glucose, IAA, FPIR, fasting glucose (IVGTT), ICA512, peak C-peptide, AUCC-peptide, FPIR-to-HOMA-IR ratio

0.7154

2-h glucose, age, FPIR-to-HOMA-IR ratio, fasting glucose (IVGTT), IAA, peak C-peptide, weight

0.7227

  1. Individual ranking, network-based ranking, and exhaustive search methods were used.