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. 2020 Apr 23;21(Suppl 3):63. doi: 10.1186/s12859-020-3342-z

Table 3.

Performance metrics for different window sizes. The highest values in each category are highlighted in boldface. MCC: Matthew’s Correlation Coefficient

Window Size One-Hot Encoding Embedding (Dimension = 21)
Sensitivity Specificity MCC Sensitivity Specificity MCC
9 0.70 0.55 0.25 0.80 0.57 0.39
15 0.73 0.60 0.33 0.82 0.58 0.42
21 0.79 0.55 0.34 0.76 0.67 0.43
27 0.79 0.59 0.38 0.81 0.63 0.45
33 0.84 0.55 0.41 0.79 0.69 0.48
39 0.81 0.53 0.36 0.75 0.63 0.40
45 0.81 0.55 0.38 0.76 0.67 0.43