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Table 6 Cross-validation results for Scenario 2

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
\(\mathrm{CRL }* \mathrm{HR} * \mathrm{NR} * \mathrm{RSS }* {\delta }^{2}L\) 319,526 1589 1 3 1.0 0.999 1.0 0.998 0.001 0.974
\(\mathrm{HR} * \mathrm{NR} * \mathrm{RSS }* {\delta }^{2}L\) 319,529 1589 1 0 1.0 0.999 1.0 1.0 0.001 0.974
\(\mathrm{HR} *\mathrm{NR}*\mathrm{RSS}\) 319,529 1572 18 0 1.0 0.988 0.999 1.0 0.011 0.974
\(\mathrm{RSS}\) 319,529 1260 330 0 1.0 0.793 0.999 1.0 0.208 0.979