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Upload _best model

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  1. _best/dev.yaml +355 -0
  2. _best/dev_results.csv +0 -0
  3. _best/model.pt +3 -0
  4. _best/optimizer.pt +3 -0
_best/dev.yaml ADDED
@@ -0,0 +1,355 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ml-accuracy:
2
+ Arcyptera fusca: 0.9970466627288836
3
+ Barbitistes fischeri: 0.9978342193345147
4
+ Bicolorana bicolor bicolor: 0.9897617641267966
5
+ Callicrania ramburii: 0.9998031108485922
6
+ Chorthippus apricarius apricarius: 0.9968497735774758
7
+ Chorthippus biguttulus biguttulus: 0.9962591061232526
8
+ Chorthippus brunneus brunneus: 0.9968497735774758
9
+ Chorthippus dorsatus dorsatus: 0.9964559952746603
10
+ Chorthippus jacobsi: 0.9962591061232526
11
+ Chorthippus mollis mollis: 0.992715101397913
12
+ Chorthippus saulcyi vicdessossi: 1.0
13
+ Chorthippus vagans vagans: 1.0
14
+ Chrysochraon dispar dispar: 0.9974404410316992
15
+ Cicada orni: 0.9850364244930104
16
+ Cicadatra atra: 0.9964559952746603
17
+ Cicadetta cantilatrix: 1.0
18
+ Cicadetta cerdaniensis: 0.9885804292183501
19
+ Cicadetta fangoana: 0.9952746603662138
20
+ Cicadetta montana: 0.9980311084859225
21
+ Cicadetta petryi: 0.9921244339436897
22
+ Cicadetta sibillae: 0.987005316007088
23
+ Conocephalus fuscus: 0.9950777712148061
24
+ Decticus albifrons: 0.9885804292183501
25
+ Decticus verrucivorus verrucivorus: 0.9946839929119905
26
+ Dimissalna dimissa: 0.9972435518802913
27
+ Ephippiger diurnus diurnus: 0.9954715495176216
28
+ Euchorthippus declivus: 0.9980311084859225
29
+ Euchorthippus elegantulus: 0.9982279976373302
30
+ Eumodicogryllus bordigalensis bordigalensis: 0.9759795235282536
31
+ Euryphara dubia: 1.0
32
+ Euthystira brachyptera: 0.9944871037605828
33
+ Gomphocerippus rufus: 0.998424886788738
34
+ Gomphocerus sibiricus sibiricus: 1.0
35
+ Gryllodes sigillatus: 0.9982279976373302
36
+ Gryllotalpa gryllotalpa: 0.9996062216971845
37
+ Gryllus bimaculatus: 0.9903524315810199
38
+ Gryllus campestris: 0.9728292971057295
39
+ Isophya kraussii: 0.9933057688521363
40
+ Leptophyes punctatissima: 0.9962591061232526
41
+ Lyristes plebejus: 0.9891710966725733
42
+ Metrioptera buyssoni: 0.9986217759401457
43
+ Metrioptera saussuriana: 0.9883835400669423
44
+ Myrmeleotettix maculatus maculatus: 0.9988186650915535
45
+ Nemobius sylvestris sylvestris: 0.991927544792282
46
+ Oecanthus dulcisonans: 0.9956684386690293
47
+ Oecanthus pellucens pellucens: 0.9868084268556803
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+ Oligoglena tibialis: 0.9988186650915535
49
+ Omocestus raymondi: 0.9990155542429612
50
+ Omocestus rufipes: 0.991927544792282
51
+ Omocestus viridulus: 0.9966528844260681
52
+ Phaneroptera falcata: 0.9974404410316992
53
+ Phaneroptera laticerca: 0.9998031108485922
54
+ Phaneroptera nana: 0.9925182122465053
55
+ Pholidoptera femorata: 0.9872022051584958
56
+ Pholidoptera griseoaptera: 0.9885804292183501
57
+ Platycleis affinis affinis: 0.9938964363063595
58
+ Platycleis albopunctata albopunctata: 0.9901555424296121
59
+ Platycleis falx laticauda: 1.0
60
+ Platycleis intermedia intermedia: 1.0
61
+ Platycleis sabulosa: 0.9972435518802913
62
+ Polysarcus denticauda: 0.9998031108485922
63
+ Pseudochorthippus parallelus parallelus: 0.9929119905493208
64
+ Pteronemobius heydenii heydenii: 0.9980311084859225
65
+ Pteronemobius lineolatus: 0.9994093325457767
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+ Rhacocleis annulata: 0.9996062216971845
67
+ Roeseliana roeselii: 0.9834613112817484
68
+ Ruspolia nitidula nitidula: 0.9895648749753888
69
+ Sorapagus catalaunicus: 0.9998031108485922
70
+ Stauroderus scalaris scalaris: 0.9986217759401457
71
+ Stenobothrus lineatus lineatus: 0.9978342193345147
72
+ Stenobothrus stigmaticus stigmaticus: 0.9988186650915535
73
+ Tettigettalna argentata: 0.9883835400669423
74
+ Tettigettula pygmea: 0.9964559952746603
75
+ Tettigonia cantans: 0.9860208702500493
76
+ Tettigonia viridissima: 0.974010632014176
77
+ Tibicina corsica corsica: 1.0
78
+ Tibicina corsica fairmairei: 0.9883835400669423
79
+ Tibicina garricola: 0.9826737546761174
80
+ Tibicina haematodes: 0.9956684386690293
81
+ Tibicina nigronervosa: 1.0
82
+ Tibicina picta: 0.994290214609175
83
+ Tibicina quadrisignata: 0.9962591061232526
84
+ Tibicina steveni: 0.9982279976373302
85
+ Tylopsis lilifolia: 0.9946839929119905
86
+ Uromenus rugosicollis: 0.9996062216971845
87
+ Zeuneriana abbreviata: 0.9982279976373302
88
+ all: 0.6812364638708407
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+ ml-f1-macro:
90
+ Arcyptera fusca: 0.5454545454545454
91
+ Barbitistes fischeri: 0.0
92
+ Bicolorana bicolor bicolor: 0.5357142857142857
93
+ Callicrania ramburii: 0.8
94
+ Chorthippus apricarius apricarius: 0.4666666666666667
95
+ Chorthippus biguttulus biguttulus: 0.8741721854304636
96
+ Chorthippus brunneus brunneus: 0.5294117647058824
97
+ Chorthippus dorsatus dorsatus: 0.55
98
+ Chorthippus jacobsi: 0.7397260273972602
99
+ Chorthippus mollis mollis: 0.5747126436781609
100
+ Chorthippus saulcyi vicdessossi: 1.0
101
+ Chorthippus vagans vagans: 1.0
102
+ Chrysochraon dispar dispar: 0.13333333333333333
103
+ Cicada orni: 0.7840909090909091
104
+ Cicadatra atra: 0.8636363636363636
105
+ Cicadetta cantilatrix: 0.0
106
+ Cicadetta cerdaniensis: 0.3409090909090909
107
+ Cicadetta fangoana: 0.8125
108
+ Cicadetta montana: 0.0
109
+ Cicadetta petryi: 0.4444444444444444
110
+ Cicadetta sibillae: 0.7692307692307693
111
+ Conocephalus fuscus: 0.8917748917748918
112
+ Decticus albifrons: 0.5671641791044776
113
+ Decticus verrucivorus verrucivorus: 0.8057553956834532
114
+ Dimissalna dimissa: 0.0
115
+ Ephippiger diurnus diurnus: 0.5306122448979592
116
+ Euchorthippus declivus: 0.7058823529411765
117
+ Euchorthippus elegantulus: 0.6086956521739131
118
+ Eumodicogryllus bordigalensis bordigalensis: 0.7946127946127947
119
+ Euryphara dubia: 1.0
120
+ Euthystira brachyptera: 0.0
121
+ Gomphocerippus rufus: 0.0
122
+ Gomphocerus sibiricus sibiricus: 1.0
123
+ Gryllodes sigillatus: 0.7272727272727273
124
+ Gryllotalpa gryllotalpa: 0.9818181818181818
125
+ Gryllus bimaculatus: 0.449438202247191
126
+ Gryllus campestris: 0.905608755129959
127
+ Isophya kraussii: 0.946875
128
+ Leptophyes punctatissima: 0.9073170731707317
129
+ Lyristes plebejus: 0.708994708994709
130
+ Metrioptera buyssoni: 0.9306930693069307
131
+ Metrioptera saussuriana: 0.6380368098159509
132
+ Myrmeleotettix maculatus maculatus: 0.625
133
+ Nemobius sylvestris sylvestris: 0.7453416149068323
134
+ Oecanthus dulcisonans: 0.0
135
+ Oecanthus pellucens pellucens: 0.5379310344827586
136
+ Oligoglena tibialis: 0.918918918918919
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+ Omocestus raymondi: 0.8780487804878049
138
+ Omocestus rufipes: 0.7759562841530054
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+ Omocestus viridulus: 0.5853658536585366
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+ Phaneroptera falcata: 0.9139072847682119
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+ Phaneroptera laticerca: 0.9333333333333333
142
+ Phaneroptera nana: 0.6041666666666666
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+ Pholidoptera femorata: 0.6012269938650306
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+ Pholidoptera griseoaptera: 0.8220858895705522
145
+ Platycleis affinis affinis: 0.3673469387755102
146
+ Platycleis albopunctata albopunctata: 0.647887323943662
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+ Platycleis falx laticauda: 1.0
148
+ Platycleis intermedia intermedia: 0.0
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+ Platycleis sabulosa: 0.2222222222222222
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+ Polysarcus denticauda: 0.9863013698630136
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+ Pseudochorthippus parallelus parallelus: 0.8860759493670886
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+ Pteronemobius heydenii heydenii: 0.9180327868852459
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+ Pteronemobius lineolatus: 0.9411764705882353
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+ Rhacocleis annulata: 0.9333333333333333
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+ Roeseliana roeselii: 0.72
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+ Ruspolia nitidula nitidula: 0.853185595567867
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+ Sorapagus catalaunicus: 0.9473684210526315
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+ Stauroderus scalaris scalaris: 0.8205128205128205
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+ Stenobothrus lineatus lineatus: 0.7755102040816326
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+ Stenobothrus stigmaticus stigmaticus: 0.0
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+ Tettigettalna argentata: 0.8090614886731392
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+ Tettigettula pygmea: 0.847457627118644
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+ Tettigonia cantans: 0.7854984894259819
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+ Tettigonia viridissima: 0.8825622775800712
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+ Tibicina corsica corsica: 0.0
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+ Tibicina corsica fairmairei: 0.2716049382716049
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+ Tibicina garricola: 0.022222222222222223
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+ Tibicina haematodes: 0.8877551020408163
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+ Tibicina nigronervosa: 0.0
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+ Tibicina picta: 0.0
171
+ Tibicina quadrisignata: 0.09523809523809523
172
+ Tibicina steveni: 0.8301886792452831
173
+ Tylopsis lilifolia: 0.6086956521739131
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+ Uromenus rugosicollis: 0.9565217391304348
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+ Zeuneriana abbreviata: 0.9032258064516129
176
+ all: 0.6247072474094646
177
+ ml-f1-micro:
178
+ Arcyptera fusca: 0.5454545454545454
179
+ Barbitistes fischeri: 0.0
180
+ Bicolorana bicolor bicolor: 0.5357142857142857
181
+ Callicrania ramburii: 0.8
182
+ Chorthippus apricarius apricarius: 0.4666666666666667
183
+ Chorthippus biguttulus biguttulus: 0.8741721854304636
184
+ Chorthippus brunneus brunneus: 0.5294117647058824
185
+ Chorthippus dorsatus dorsatus: 0.55
186
+ Chorthippus jacobsi: 0.7397260273972602
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+ Chorthippus mollis mollis: 0.5747126436781609
188
+ Chorthippus saulcyi vicdessossi: 1.0
189
+ Chorthippus vagans vagans: 1.0
190
+ Chrysochraon dispar dispar: 0.13333333333333333
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+ Cicada orni: 0.7840909090909091
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+ Cicadatra atra: 0.8636363636363636
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+ Cicadetta cantilatrix: 0.0
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+ Cicadetta cerdaniensis: 0.3409090909090909
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+ Cicadetta fangoana: 0.8125
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+ Cicadetta montana: 0.0
197
+ Cicadetta petryi: 0.4444444444444444
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+ Cicadetta sibillae: 0.7692307692307693
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+ Conocephalus fuscus: 0.8917748917748918
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+ Decticus albifrons: 0.5671641791044776
201
+ Decticus verrucivorus verrucivorus: 0.8057553956834532
202
+ Dimissalna dimissa: 0.0
203
+ Ephippiger diurnus diurnus: 0.5306122448979592
204
+ Euchorthippus declivus: 0.7058823529411765
205
+ Euchorthippus elegantulus: 0.6086956521739131
206
+ Eumodicogryllus bordigalensis bordigalensis: 0.7946127946127947
207
+ Euryphara dubia: 1.0
208
+ Euthystira brachyptera: 0.0
209
+ Gomphocerippus rufus: 0.0
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+ Gomphocerus sibiricus sibiricus: 1.0
211
+ Gryllodes sigillatus: 0.7272727272727273
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+ Gryllotalpa gryllotalpa: 0.9818181818181818
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+ Gryllus bimaculatus: 0.449438202247191
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+ Gryllus campestris: 0.905608755129959
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+ Isophya kraussii: 0.946875
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+ Leptophyes punctatissima: 0.9073170731707317
217
+ Lyristes plebejus: 0.708994708994709
218
+ Metrioptera buyssoni: 0.9306930693069307
219
+ Metrioptera saussuriana: 0.6380368098159509
220
+ Myrmeleotettix maculatus maculatus: 0.625
221
+ Nemobius sylvestris sylvestris: 0.7453416149068323
222
+ Oecanthus dulcisonans: 0.0
223
+ Oecanthus pellucens pellucens: 0.5379310344827586
224
+ Oligoglena tibialis: 0.918918918918919
225
+ Omocestus raymondi: 0.8780487804878049
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+ Omocestus rufipes: 0.7759562841530054
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+ Omocestus viridulus: 0.5853658536585366
228
+ Phaneroptera falcata: 0.9139072847682119
229
+ Phaneroptera laticerca: 0.9333333333333333
230
+ Phaneroptera nana: 0.6041666666666666
231
+ Pholidoptera femorata: 0.6012269938650306
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+ Pholidoptera griseoaptera: 0.8220858895705522
233
+ Platycleis affinis affinis: 0.3673469387755102
234
+ Platycleis albopunctata albopunctata: 0.647887323943662
235
+ Platycleis falx laticauda: 1.0
236
+ Platycleis intermedia intermedia: 0.0
237
+ Platycleis sabulosa: 0.2222222222222222
238
+ Polysarcus denticauda: 0.9863013698630136
239
+ Pseudochorthippus parallelus parallelus: 0.8860759493670886
240
+ Pteronemobius heydenii heydenii: 0.9180327868852459
241
+ Pteronemobius lineolatus: 0.9411764705882353
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+ Rhacocleis annulata: 0.9333333333333333
243
+ Roeseliana roeselii: 0.72
244
+ Ruspolia nitidula nitidula: 0.853185595567867
245
+ Sorapagus catalaunicus: 0.9473684210526315
246
+ Stauroderus scalaris scalaris: 0.8205128205128205
247
+ Stenobothrus lineatus lineatus: 0.7755102040816326
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+ Stenobothrus stigmaticus stigmaticus: 0.0
249
+ Tettigettalna argentata: 0.8090614886731392
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+ Tettigettula pygmea: 0.847457627118644
251
+ Tettigonia cantans: 0.7854984894259819
252
+ Tettigonia viridissima: 0.8825622775800712
253
+ Tibicina corsica corsica: 0.0
254
+ Tibicina corsica fairmairei: 0.2716049382716049
255
+ Tibicina garricola: 0.022222222222222223
256
+ Tibicina haematodes: 0.8877551020408163
257
+ Tibicina nigronervosa: 0.0
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+ Tibicina picta: 0.0
259
+ Tibicina quadrisignata: 0.09523809523809523
260
+ Tibicina steveni: 0.8301886792452831
261
+ Tylopsis lilifolia: 0.6086956521739131
262
+ Uromenus rugosicollis: 0.9565217391304348
263
+ Zeuneriana abbreviata: 0.9032258064516129
264
+ all: 0.7906217794572312
265
+ ml-f1-weighted:
266
+ Arcyptera fusca: 0.5454545454545454
267
+ Barbitistes fischeri: 0.0
268
+ Bicolorana bicolor bicolor: 0.5357142857142857
269
+ Callicrania ramburii: 0.8
270
+ Chorthippus apricarius apricarius: 0.4666666666666667
271
+ Chorthippus biguttulus biguttulus: 0.8741721854304636
272
+ Chorthippus brunneus brunneus: 0.5294117647058824
273
+ Chorthippus dorsatus dorsatus: 0.55
274
+ Chorthippus jacobsi: 0.7397260273972602
275
+ Chorthippus mollis mollis: 0.5747126436781609
276
+ Chorthippus saulcyi vicdessossi: 1.0
277
+ Chorthippus vagans vagans: 1.0
278
+ Chrysochraon dispar dispar: 0.13333333333333333
279
+ Cicada orni: 0.7840909090909091
280
+ Cicadatra atra: 0.8636363636363636
281
+ Cicadetta cantilatrix: 0.0
282
+ Cicadetta cerdaniensis: 0.3409090909090909
283
+ Cicadetta fangoana: 0.8125
284
+ Cicadetta montana: 0.0
285
+ Cicadetta petryi: 0.4444444444444444
286
+ Cicadetta sibillae: 0.7692307692307693
287
+ Conocephalus fuscus: 0.8917748917748918
288
+ Decticus albifrons: 0.5671641791044776
289
+ Decticus verrucivorus verrucivorus: 0.8057553956834532
290
+ Dimissalna dimissa: 0.0
291
+ Ephippiger diurnus diurnus: 0.5306122448979592
292
+ Euchorthippus declivus: 0.7058823529411765
293
+ Euchorthippus elegantulus: 0.6086956521739131
294
+ Eumodicogryllus bordigalensis bordigalensis: 0.7946127946127947
295
+ Euryphara dubia: 1.0
296
+ Euthystira brachyptera: 0.0
297
+ Gomphocerippus rufus: 0.0
298
+ Gomphocerus sibiricus sibiricus: 1.0
299
+ Gryllodes sigillatus: 0.7272727272727273
300
+ Gryllotalpa gryllotalpa: 0.9818181818181818
301
+ Gryllus bimaculatus: 0.449438202247191
302
+ Gryllus campestris: 0.905608755129959
303
+ Isophya kraussii: 0.946875
304
+ Leptophyes punctatissima: 0.9073170731707317
305
+ Lyristes plebejus: 0.708994708994709
306
+ Metrioptera buyssoni: 0.9306930693069307
307
+ Metrioptera saussuriana: 0.6380368098159509
308
+ Myrmeleotettix maculatus maculatus: 0.625
309
+ Nemobius sylvestris sylvestris: 0.7453416149068323
310
+ Oecanthus dulcisonans: 0.0
311
+ Oecanthus pellucens pellucens: 0.5379310344827586
312
+ Oligoglena tibialis: 0.918918918918919
313
+ Omocestus raymondi: 0.8780487804878049
314
+ Omocestus rufipes: 0.7759562841530054
315
+ Omocestus viridulus: 0.5853658536585366
316
+ Phaneroptera falcata: 0.9139072847682119
317
+ Phaneroptera laticerca: 0.9333333333333333
318
+ Phaneroptera nana: 0.6041666666666666
319
+ Pholidoptera femorata: 0.6012269938650306
320
+ Pholidoptera griseoaptera: 0.8220858895705522
321
+ Platycleis affinis affinis: 0.3673469387755102
322
+ Platycleis albopunctata albopunctata: 0.647887323943662
323
+ Platycleis falx laticauda: 1.0
324
+ Platycleis intermedia intermedia: 0.0
325
+ Platycleis sabulosa: 0.2222222222222222
326
+ Polysarcus denticauda: 0.9863013698630136
327
+ Pseudochorthippus parallelus parallelus: 0.8860759493670886
328
+ Pteronemobius heydenii heydenii: 0.9180327868852459
329
+ Pteronemobius lineolatus: 0.9411764705882353
330
+ Rhacocleis annulata: 0.9333333333333333
331
+ Roeseliana roeselii: 0.72
332
+ Ruspolia nitidula nitidula: 0.853185595567867
333
+ Sorapagus catalaunicus: 0.9473684210526315
334
+ Stauroderus scalaris scalaris: 0.8205128205128205
335
+ Stenobothrus lineatus lineatus: 0.7755102040816326
336
+ Stenobothrus stigmaticus stigmaticus: 0.0
337
+ Tettigettalna argentata: 0.8090614886731392
338
+ Tettigettula pygmea: 0.847457627118644
339
+ Tettigonia cantans: 0.7854984894259819
340
+ Tettigonia viridissima: 0.8825622775800712
341
+ Tibicina corsica corsica: 0.0
342
+ Tibicina corsica fairmairei: 0.2716049382716049
343
+ Tibicina garricola: 0.022222222222222223
344
+ Tibicina haematodes: 0.8877551020408163
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