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Table 1 Result of eye-color prediction using the already developed techniques for different population

From: Eye-color and Type-2 diabetes phenotype prediction from genotype data using deep learning methods

Method Blue-eyes Brown-eyes Population Metric SNPs
Multinomiallogistic regression 0.91 0.93 Dutch Europeans [20] AUC 24
Multinomial logistic regression 0.93 Saudi population [21] AUC 5
IrisPlex model 0.96 0.96 Dutch Europeans [11] AUC
IrisPlex model 0.79 0.91 Iraqi population [22] AUC 6
Multinomial regression 0.966 0.913 Slovenian population [23] AUC 6
Decision tree models 0.89 0.94 New Zealand population [24] Accuracy 6
IrisPlex 0.95 0.58 United States population [25] Accuracy 6
  1. “–” means no data found for that cell. The last column shows the number of SNPs considered for classification. The second and third column represents the result for Blue eyes and Brown eyes respectively