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. 2020 Feb 28;20:92. doi: 10.1186/s12888-020-02503-5

Table 2.

Performance of SNV and Gene-based approaches using five-fold cross validation

Method Accuracy Precision Recall NIR P-value (Acc > NIR) 95% CI
SNV-based 0.88 0.78 0.97 0.59 < 2.2e-16 (0.86,0.90)
Gene-based 0.88 0.81 0.95 0.57 < 2.2e-16 (0.86,0.90)

The performance between the two algorithms trained to distinguish ASD cases from SCZ cases is measured using five-fold cross validation. All performance metrics are the average of the five cross validation folds

Acc Accuracy, NIR No information rate, CI Confidence interval