diction units of
1 hour and 2 kilometers.</li>
<li>Previously, when grid sampling the checklist data in each stixel for
each species, we oversampled species detections if the detection
probability fell below 25%. In applying the binary classification model,
we found that doing this led to overfitting, by providing too much
duplicated signal through oversampling, and that it degraded predictive
performance. As a result, oversampling of detections was excluded from
the binary classification model and has been