Skip to main content

Table 5 Cross-validation results for Scenario 1

From: BIOTAS: BIOTelemetry Analysis Software, for the semi-automated removal of false positives from radio telemetry data

Model \({{\varvec{t}}}_{{\varvec{p}}}\) \({{\varvec{t}}}_{{\varvec{n}}}\) \({{\varvec{f}}}_{{\varvec{p}}}\) \({{\varvec{f}}}_{{\varvec{n}}}\) \({\varvec{s}}{\varvec{e}}\) \({\varvec{s}}{\varvec{p}}\) \({\varvec{p}}{\varvec{p}}{\varvec{v}}\) \({\varvec{n}}{\varvec{p}}{\varvec{v}}\) \({\varvec{f}}{\varvec{p}}{\varvec{r}}\) PRC-AUC
\(\mathrm{CRL} *\mathrm{ HR} * \mathrm{NR} * \mathrm{RSS} * {\delta }^{2}L\) 2,062,067 101,292 63 17 1.0 0.999 1.0 0.999 0.001 0.850
\(\mathrm{HR} * \mathrm{NR} *\mathrm{ RSS} * {\delta }^{2}L\) 2,062,079 101,337 18 5 1.0 0.999 1.0 1.0  < 0.001 0.850
\(\mathrm{HR} * {\delta }^{2}L\) 2,062,084 101,351 4 0 1.0 1.0 1.0 1.0 0.0 0.850
\(\mathrm{RSS}\) 2,062,084 67 101,288 0 1.0 0.001 0.953 1.0 0.999 0.999