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Table 4 Fuzzy Logic Correlation and NRMSE

From: Challenges in proteogenomics: a comparison of analysis methods with the case study of the DREAM proteogenomics sub-challenge

τ

α

NRMSE (All)

NRMSE (OVA)

NRMSE (BRCA)

Corr (All)

Corr (OVA)

Corr (BRCA)

0.5

0.1

0.2508628

0.2974011

0.3637616

0.3314102

0.3547708

0.1980717

0.5

0.3

0.2619791

0.3173626

0.4037628

0.3172434

0.3508759

0.2163652

1

0.1

0.2503973

0.295076

0.3494831

0.3376378

0.3528844

0.2132373

1

0.3

0.25587

0.305844

0.3667606

0.3261083

0.3386826

0.2281974

2

0.1

0.2576439

0.3026524

0.3432097

0.2640732

0.2909315

0.1978028

2

0.3

0.2602301

0.3078683

0.3484859

0.2540885

0.2700112

0.1973525

  1. The NRMSE and correlation results for the fuzzy logic model with respect to tuning parameters τ and α