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Table 7 Cross-validation results for scenario 3

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
\(\mathrm{CRL} * \mathrm{HR} *\mathrm{ NR} * \mathrm{RSS} * {\delta }^{2}L\) 2,644,723 12,597 33 25 1.0 0.997 1.0 0.998 0.003 0.975
\(\mathrm{HR }* \mathrm{NR }* \mathrm{RSS} * {\delta }^{2}L\) 2,644,744 12,622 8 4 1.0 0.999 1.0 0.999 0.001 0.975
\(\mathrm{HR }*\mathrm{RSS}*{\delta }^{2}L\) 2,644,748 12,630 0 0 1.0 1.0 1.0 1.0 0.0 0.975
\(\mathrm{RSS}\) 2,644,747 9740 2890 1 1.0 0.771 0.999 0.999 0.229 0.981