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Revisit summary of engine comparisons
#11
Open
erex
opened
7 months ago
erex
commented
7 months ago
Returning to 27Jul23 MCDS.exe testing
$\widehat{N_c}$ differences > 10%
out of 20 data sets each with 13 models fit (260 total) 12 model comparisons (4.6%) resulted in >10% difference
Cuecount hnherm1 (12% MCDS wins)
duikercamera hnherm1, hnherm2 (14% mrds wins)
LTExercise unicos2 (40% MCDS wins), hrpoly2 (35% MCDS wins)
PTExercise unicos2 (40% MCDS wins), hnherm1 (14% mrds wins)
savspar80 hrpoly2 (20% MCDS wins)
savspar81 unicos3 (43% mrds wins)
after running on my machine, difference shrinks
wren5 hnherm1 (15% mrds wins)
wrencue hrpoly2 (23% MCDS wins)
datahr1 and datahr2 (I think they're the same) hrpoly2 (56% MCDS wins)
Summary
half normal with single Hermite polynomial adjustment caused differences in 4 analyses
all four analyses are point counts
$\Delta \widehat{N_c}$: 12-15% in the four cases
half normal with 2 Hermite polynomial adjustments caused 14% difference in duiker data set
point count again
uniform with 2 cosine adjustments caused large differences in 2 data sets
both data sets are
simulated
, one lines, one points
uniform with 3 cosine adjustments caused large differences in a single (savspar81) data set
hazard rate with 2 simple polynomial adjustments caused large differences in 4 data sets
three points count data sets: Savannah sparrow, wren cue,
datahr1
(Roccio?)
LTExercise has an outlier (all detections<20, except 1 detection at 35) causing problems for adjustments
easily dealt with using even the most minimal truncation
Full details here
MCDS-dot-exe-Report-big differences.pdf
Returning to 27Jul23 MCDS.exe testing
$\widehat{N_c}$ differences > 10%
out of 20 data sets each with 13 models fit (260 total) 12 model comparisons (4.6%) resulted in >10% difference
savspar81 unicos3 (43% mrds wins)after running on my machine, difference shrinksSummary
uniform with 3 cosine adjustments caused large differences in a single (savspar81) data setdatahr1
(Roccio?)Full details here
MCDS-dot-exe-Report-big differences.pdf