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. 2020 Jun 9;18:47. doi: 10.1186/s12969-020-00442-9

Table 2.

Comparison of machine learning algorithm against the ground truth

Machine Algorithm Value
Sensitivity (%) Improved 100
Regressed 100
Stable 0
Specificity (%) 40
Positive Likelihood Ratio 1.67
Negative Likelihood Ratio 0
Positive Predictive Value (%) 25 (27.3 to 72.7)
Negative Predictive Value (%) 100
Accuracy (%) 33.3