IADO subset from scratch 1 on 2015-10-26
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35% validated
20% predicted
Candacia
Depth in [10,100]
Position=(90,0,45,0)
Date >= 2015-10-19 Date <= 2015-10-25
Time >= 4:06 Time <= 20:12 Time Invert
Error: 1
Done: 18
Automatic classification
Setup classifier (step 2 of 2)
Classifier
Random Forest
SVM
Classify
Only Unvalidated objects
All objects
Keep log of previous automatic classification
Yes
No
Classification categories
Select
All
/
None
/
Categories with more than
objects
% of objects
Use
Name
Nb
%
aggregates_dark
200
10.7 %
aggregates_light
200
10.7 %
appendicularians
200
10.7 %
bad_focus
200
10.7 %
copepods
200
10.7 %
detritus
200
10.7 %
oithona
200
10.7 %
acartia
93
5.0 %
eggs
68
3.6 %
temora
49
2.6 %
pteropods
30
1.6 %
chaethognaths
25
1.3 %
nauplii
24
1.3 %
ostracods
24
1.3 %
penilia
23
1.2 %
corycaeus
22
1.2 %
amphipods
21
1.1 %
evadnae
15
0.8 %
oncaea
15
0.8 %
echinoderms_larvae
10
0.5 %
candacia
9
0.5 %
doliolids
7
0.4 %
harpaticoids
5
0.3 %
crustaceans
4
0.2 %
gastropods
4
0.2 %
annelids_larvae
3
0.2 %
bivalvia
3
0.2 %
cladocera
3
0.2 %
salps
3
0.2 %
crustaceans_larvae
2
0.1 %
ephyrules
1
0.1 %
fish_larvae
1
0.1 %
siphonophora
1
0.1 %
Classification variables
Select
All
/
None
/
Only pertinent variables
/
Text field content
Use
Variable
Learning set
Target project
% avail.
n distinct
% avail. unval.
% avail. all
%area
100
244
100
angle
100
1144
100
area
100
1410
100
area_exc
100
1406
100
bx
100
1766
100
by
100
1747
100
cdexc
43
711
40
centroids
43
22
40
circ.
100
659
100
circex
43
800
40
compentropy
100
1
100
compm1
100
1
100
compm2
100
1
100
compm3
100
1
100
compmean
100
1
100
compslope
100
1
100
convarea
100
1587
100
convperim
100
468
100
cv
43
632
40
depth_max
100
7
100
depth_min
100
1
100
elongation
43
622
40
esd
43
558
40
fcons
100
1829
100
feret
100
1029
100
feretareaexc
43
786
40
fractal
100
287
100
height
100
212
100
histcum1
100
192
100
histcum2
100
140
100
histcum3
100
66
100
intden
100
1862
100
kurt
100
1289
100
lat_end
0
0
0
lon_end
0
0
0
major
100
884
100
max
100
13
100
mean
100
1672
100
meanpos
43
669
40
median
100
139
100
min
100
217
100
minor
100
602
100
mode
100
139
100
nb1
100
21
100
nb2
100
21
100
nb3
100
1
100
perim.
100
1684
100
perimareaexc
43
800
40
perimferet
43
730
40
perimmajor
43
746
40
range
43
196
40
skelarea
100
494
100
skew
100
1214
100
slope
100
463
100
sr
43
612
40
stddev
100
1830
100
symetrieh
100
1593
100
symetriehc
100
30
100
symetriev
100
1592
100
symetrievc
100
29
100
tag
100
1
100
thickr
100
1207
100
width
100
219
100
x
100
1586
100
xm
100
1585
100
xmg5
100
1
100
xstart
100
1781
100
y
100
1619
100
ym
100
1580
100
ymg5
100
1
100
ystart
100
1747
100
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