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Table 5 Cross-validation results for Scenario 1

From: MAST (Movement Analysis Software for Telemetry data), 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