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Table 7 Cross-validation results for scenario 3

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

\(\mathrm{CRL} * \mathrm{HR} *\mathrm{ NR} * \mathrm{RSS} * {\delta }^{2}L\)

2,644,723

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