Table 2.
Optimal thresholds for different evaluation groups.
| Optimal parameters | TANIa | LLb | OLc | FMGd | ||||||||
|
|
EMRe | EMR+Lf | EMR+PLg | EMR | EMR+L | EMR+PL | EMR | EMR+L | EMR+PL | EMR | EMR+L | EMR+PL |
| Optimal k (KNNh) | 11 | 10 | 9 | 4 | 4 | 4 | 4 | 4 | 4 | 7 | 6 | 6 |
| Optimal t (TPNi) | 0.19 | 0.19 | 0.2 | 0.72 | 0.73 | 0.76 | 0.51 | 0.49 | 0.51 | 0.12 | 0.11 | 0.12 |
aTANI: Tanimoto coefficient similarity.
bLL: log likelihood ratio similarity.
cOL: overlap coefficient similarity.
dFMG: Fager and McGowan coefficient similarity.
eEMR: electronic medical record.
fL: literature.
gPL: pruned literature.
hKNN: k-nearest neighbors.
iTPN: threshold patient neighbor.