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InsectNet

Audio Classification
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audio
ecoacoustic-tagging
HearTheSpecies
Model card Files
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AlexanderGbd commited on
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  1. .gitattributes +1 -0
  2. _best/dev.yaml +343 -0
  3. _best/dev_results.csv +3 -0
  4. _best/model.pt +3 -0
  5. _best/optimizer.pt +3 -0
.gitattributes CHANGED
@@ -34,3 +34,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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  _test/test_results.csv filter=lfs diff=lfs merge=lfs -text
 
 
34
  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
  _test/test_results.csv filter=lfs diff=lfs merge=lfs -text
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+ _best/dev_results.csv filter=lfs diff=lfs merge=lfs -text
_best/dev.yaml ADDED
@@ -0,0 +1,343 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ml-accuracy:
2
+ Arcyptera fusca: 0.9994005245410266
3
+ Cicadetta petryi: 0.9976020981641064
4
+ Pseudochorthippus parallelus: 0.9784938179093293
5
+ Tessellana tessellata: 0.996777819408018
6
+ Chorthippus apricarius: 0.9934057699512926
7
+ Nemobius sylvestris: 0.9940801798426377
8
+ Tettigettula pygmea: 0.9980517047583365
9
+ Omocestus rufipes: 0.9979767703259648
10
+ Tibicina picta: 0.9959535406519295
11
+ Conocephalus fuscus: 0.9913825402772574
12
+ Euthystira brachyptera: 0.9979767703259648
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+ Phaneroptera laticerca: 0.9988759835144249
14
+ Tibicina nigronervosa: 0.9956538029224429
15
+ Gryllus bimaculatus: 0.9958786062195579
16
+ Pholidoptera griseoaptera: 0.9874859497939303
17
+ Metrioptera saussuriana: 0.996553016110903
18
+ Pholidoptera femorata: 0.9959535406519295
19
+ Roeseliana azami: 0.9982765080554514
20
+ Myrmeleotettix maculatus: 0.999325590108655
21
+ Cicadetta montana: 0.9931060322218059
22
+ Platycleis albopunctata: 0.9844885724990633
23
+ Decticus albifrons: 0.997227426002248
24
+ Tylopsis lilifolia: 0.996553016110903
25
+ Chorthippus saulcyi: 0.9983514424878231
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+ Cicada orni: 0.9883851629823904
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+ Polysarcus denticauda: 0.9981266391907081
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+ Bicolorana bicolor: 0.9956538029224429
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+ Tibicina corsica: 0.9919820157362308
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+ Eumodicogryllus bordigalensis: 0.9799175721243911
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+ Omocestus viridulus: 0.9982765080554514
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+ Tibicina haematodes: 0.9952041963282128
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+ Pteronemobius heydenii: 0.9940801798426377
34
+ Metrioptera buyssoni: 0.9985762457849382
35
+ Uromenus rugosicollis: 0.9946796553016111
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+ Omocestus raymondi: 0.9991757212439116
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+ Ruspolia nitidula: 0.9761708505058074
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+ Ephippiger diurnus: 0.9941551142750094
39
+ Stenobothrus lineatus: 0.9976020981641064
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+ Gryllus campestris: 0.9692768827276134
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+ Metrioptera brachyptera: 0.9964780816785312
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+ Chorthippus dorsatus: 0.9968527538403896
43
+ Tibicina quadrisignata: 0.9941551142750094
44
+ Euchorthippus declivus: 0.9989509179467966
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+ Tettigettalna argentata: 0.9907081303859123
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+ Euchorthippus elegantulus: 0.9994754589733983
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+ Oecanthus pellucens: 0.9739977519670289
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+ Tettigonia viridissima: 0.9527913076058449
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+ Tettigonia cantans: 0.9851629823904083
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+ Lyristes plebejus: 0.9973023604346197
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+ Chorthippus jacobsi: 0.9982765080554514
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+ Phaneroptera nana: 0.9868864743349569
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+ Rhacocleis annulata: 0.9995503934057699
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+ Stenobothrus stigmaticus: 0.9995503934057699
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+ Platycleis sabulosa: 0.996553016110903
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+ Chorthippus brunneus: 0.9937055076807794
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+ Gryllotalpa gryllotalpa: 0.9973023604346197
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+ Isophya kraussii: 0.9960284750843013
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+ Leptophyes punctatissima: 0.9879355563881603
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+ Chorthippus vagans: 0.9977519670288497
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+ Decticus verrucivorus: 0.9961783439490446
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+ Cicadetta cerdaniensis: 0.9960284750843013
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+ Chrysochraon dispar: 0.9981266391907081
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+ Conocephalus dorsalis: 0.9955039340576995
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+ Cicadetta cantilatrix: 0.9976020981641064
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+ Tibicina garricola: 0.997002622705133
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+ Cicada barbara: 0.9997002622705133
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+ Cicadetta brevipennis: 0.9896590483327089
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+ Cicadatra atra: 0.9955788684900712
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+ Dimissalna dimissa: 0.9990258523791682
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+ Stethophyma grossum: 0.9935556388160359
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+ Phaneroptera falcata: 0.9951292618958412
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+ Stauroderus scalaris: 0.9975271637317348
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+ Chorthippus biguttulus: 0.9904083926564257
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+ Zeuneriana abbreviata: 0.9987261146496815
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+ Roeseliana roeselii: 0.9710003746721618
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+ Platycleis intermedia: 0.9949044585987261
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+ Chorthippus mollis: 0.9943799175721244
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+ Yersinella raymondii: 0.9994754589733983
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+ Sorapagus catalaunicus: 0.9991007868115399
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+ Gomphocerippus rufus: 0.9994754589733983
82
+ Silence: 0.9988759835144249
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+ Buzz: 0.9782690146122143
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+ Bird: 0.9958786062195579
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+ all: 0.6443611839640315
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+ ml-f1-micro:
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+ Arcyptera fusca: 0.75
88
+ Cicadetta petryi: 0.6097560975609756
89
+ Pseudochorthippus parallelus: 0.6248366013071895
90
+ Tessellana tessellata: 0.7700534759358288
91
+ Chorthippus apricarius: 0.6691729323308271
92
+ Nemobius sylvestris: 0.7835616438356164
93
+ Tettigettula pygmea: 0.8311688311688312
94
+ Omocestus rufipes: 0.8571428571428571
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+ Tibicina picta: 0.7216494845360825
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+ Conocephalus fuscus: 0.8846539618856569
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+ Euthystira brachyptera: 0.9025270758122743
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+ Phaneroptera laticerca: 0.6666666666666666
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+ Tibicina nigronervosa: 0.06451612903225806
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+ Gryllus bimaculatus: 0.7773279352226721
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+ Pholidoptera griseoaptera: 0.8609492089925063
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+ Metrioptera saussuriana: 0.7578947368421053
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+ Pholidoptera femorata: 0.64
104
+ Roeseliana azami: 0.5106382978723404
105
+ Myrmeleotettix maculatus: 0.8235294117647058
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+ Cicadetta montana: 0.5
107
+ Platycleis albopunctata: 0.6698564593301436
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+ Decticus albifrons: 0.8246445497630331
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+ Tylopsis lilifolia: 0.5306122448979592
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+ Chorthippus saulcyi: 0.7608695652173914
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+ Cicada orni: 0.8125755743651754
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+ Polysarcus denticauda: 0.7252747252747253
113
+ Bicolorana bicolor: 0.8669724770642202
114
+ Tibicina corsica: 0.6843657817109144
115
+ Eumodicogryllus bordigalensis: 0.6590330788804071
116
+ Omocestus viridulus: 0.8270676691729323
117
+ Tibicina haematodes: 0.5949367088607594
118
+ Pteronemobius heydenii: 0.801007556675063
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+ Metrioptera buyssoni: 0.7397260273972602
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+ Uromenus rugosicollis: 0.5696969696969697
121
+ Omocestus raymondi: 0.8735632183908046
122
+ Ruspolia nitidula: 0.5880829015544041
123
+ Ephippiger diurnus: 0.7045454545454546
124
+ Stenobothrus lineatus: 0.7377049180327869
125
+ Gryllus campestris: 0.8043893129770993
126
+ Metrioptera brachyptera: 0.783410138248848
127
+ Chorthippus dorsatus: 0.72
128
+ Tibicina quadrisignata: 0.0
129
+ Euchorthippus declivus: 0.5882352941176471
130
+ Tettigettalna argentata: 0.6915422885572139
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+ Euchorthippus elegantulus: 0.8679245283018868
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+ Oecanthus pellucens: 0.7872470876762723
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+ Tettigonia viridissima: 0.8032479700187383
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+ Tettigonia cantans: 0.7018072289156626
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+ Lyristes plebejus: 0.8676470588235294
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+ Chorthippus jacobsi: 0.8496732026143791
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+ Phaneroptera nana: 0.7489239598278336
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+ Rhacocleis annulata: 0.8888888888888888
139
+ Stenobothrus stigmaticus: 0.7
140
+ Platycleis sabulosa: 0.34285714285714286
141
+ Chorthippus brunneus: 0.65
142
+ Gryllotalpa gryllotalpa: 0.788235294117647
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+ Isophya kraussii: 0.9440337909186906
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+ Leptophyes punctatissima: 0.6836935166994106
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+ Chorthippus vagans: 0.6666666666666666
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+ Decticus verrucivorus: 0.8547008547008547
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+ Cicadetta cerdaniensis: 0.3764705882352941
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+ Chrysochraon dispar: 0.6666666666666666
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+ Conocephalus dorsalis: 0.7413793103448276
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+ Cicadetta cantilatrix: 0.9440559440559441
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+ Tibicina garricola: 0.5918367346938775
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+ Cicada barbara: 0.9797979797979798
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+ Cicadetta brevipennis: 0.5369127516778524
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+ Cicadatra atra: 0.4158415841584158
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+ Dimissalna dimissa: 0.9530685920577617
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+ Stethophyma grossum: 0.5274725274725275
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+ Phaneroptera falcata: 0.8849557522123894
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+ Stauroderus scalaris: 0.6972477064220184
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+ Chorthippus biguttulus: 0.8306878306878307
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+ Zeuneriana abbreviata: 0.8944099378881988
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+ Roeseliana roeselii: 0.7909238249594813
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+ Platycleis intermedia: 0.6530612244897959
163
+ Chorthippus mollis: 0.6724890829694323
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+ Yersinella raymondii: 0.8813559322033898
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+ Sorapagus catalaunicus: 0.85
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+ Gomphocerippus rufus: 0.6666666666666666
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+ Silence: 0.9523809523809523
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+ Buzz: 0.1317365269461078
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+ Bird: 0.8906560636182903
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+ all: 0.7659947984395319
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+ ml-f1-macro:
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+ Arcyptera fusca: 0.75
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+ Cicadetta petryi: 0.6097560975609756
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+ Pseudochorthippus parallelus: 0.6248366013071895
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+ Tessellana tessellata: 0.7700534759358288
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+ Chorthippus apricarius: 0.6691729323308271
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+ Nemobius sylvestris: 0.7835616438356164
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+ Tettigettula pygmea: 0.8311688311688312
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+ Omocestus rufipes: 0.8571428571428571
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+ Tibicina picta: 0.7216494845360825
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+ Conocephalus fuscus: 0.8846539618856569
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+ Euthystira brachyptera: 0.9025270758122743
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+ Phaneroptera laticerca: 0.6666666666666666
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+ Tibicina nigronervosa: 0.06451612903225806
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+ Gryllus bimaculatus: 0.7773279352226721
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+ Pholidoptera griseoaptera: 0.8609492089925063
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+ Metrioptera saussuriana: 0.7578947368421053
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+ Pholidoptera femorata: 0.64
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+ Roeseliana azami: 0.5106382978723404
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+ Myrmeleotettix maculatus: 0.8235294117647058
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+ Cicadetta montana: 0.5
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+ Platycleis albopunctata: 0.6698564593301436
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+ Decticus albifrons: 0.8246445497630331
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+ Tylopsis lilifolia: 0.5306122448979592
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+ Chorthippus saulcyi: 0.7608695652173914
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+ Cicada orni: 0.8125755743651754
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+ Polysarcus denticauda: 0.7252747252747253
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+ Bicolorana bicolor: 0.8669724770642202
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+ Tibicina corsica: 0.6843657817109144
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+ Eumodicogryllus bordigalensis: 0.6590330788804071
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+ Omocestus viridulus: 0.8270676691729323
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+ Tibicina haematodes: 0.5949367088607594
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+ Pteronemobius heydenii: 0.801007556675063
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+ Metrioptera buyssoni: 0.7397260273972602
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+ Uromenus rugosicollis: 0.5696969696969697
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+ Omocestus raymondi: 0.8735632183908046
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+ Ruspolia nitidula: 0.5880829015544041
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+ Ephippiger diurnus: 0.7045454545454546
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+ Stenobothrus lineatus: 0.7377049180327869
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+ Gryllus campestris: 0.8043893129770993
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+ Metrioptera brachyptera: 0.783410138248848
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+ Chorthippus dorsatus: 0.72
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+ Tibicina quadrisignata: 0.0
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+ Euchorthippus declivus: 0.5882352941176471
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+ Tettigettalna argentata: 0.6915422885572139
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+ Euchorthippus elegantulus: 0.8679245283018868
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+ Oecanthus pellucens: 0.7872470876762723
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+ Tettigonia viridissima: 0.8032479700187383
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+ Tettigonia cantans: 0.7018072289156626
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+ Lyristes plebejus: 0.8676470588235294
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+ Chorthippus jacobsi: 0.8496732026143791
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+ Phaneroptera nana: 0.7489239598278336
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+ Rhacocleis annulata: 0.8888888888888888
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+ Stenobothrus stigmaticus: 0.7
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+ Platycleis sabulosa: 0.34285714285714286
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+ Chorthippus brunneus: 0.65
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+ Gryllotalpa gryllotalpa: 0.788235294117647
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+ Isophya kraussii: 0.9440337909186906
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+ Leptophyes punctatissima: 0.6836935166994106
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+ Chorthippus vagans: 0.6666666666666666
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+ Decticus verrucivorus: 0.8547008547008547
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+ Cicadetta cerdaniensis: 0.3764705882352941
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+ Chrysochraon dispar: 0.6666666666666666
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+ Conocephalus dorsalis: 0.7413793103448276
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+ Cicadetta cantilatrix: 0.9440559440559441
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+ Tibicina garricola: 0.5918367346938775
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+ Cicada barbara: 0.9797979797979798
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+ Cicadetta brevipennis: 0.5369127516778524
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+ Cicadatra atra: 0.4158415841584158
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+ Dimissalna dimissa: 0.9530685920577617
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+ Stethophyma grossum: 0.5274725274725275
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+ Phaneroptera falcata: 0.8849557522123894
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+ Stauroderus scalaris: 0.6972477064220184
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+ Chorthippus biguttulus: 0.8306878306878307
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+ Zeuneriana abbreviata: 0.8944099378881988
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+ Roeseliana roeselii: 0.7909238249594813
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+ Platycleis intermedia: 0.6530612244897959
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+ Chorthippus mollis: 0.6724890829694323
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+ Yersinella raymondii: 0.8813559322033898
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+ Sorapagus catalaunicus: 0.85
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+ Gomphocerippus rufus: 0.6666666666666666
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+ Silence: 0.9523809523809523
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+ Buzz: 0.1317365269461078
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+ Bird: 0.8906560636182903
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+ all: 0.7137322847502879
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+ ml-f1-weighted:
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+ Arcyptera fusca: 0.75
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+ Cicadetta petryi: 0.6097560975609756
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+ Pseudochorthippus parallelus: 0.6248366013071895
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+ Tessellana tessellata: 0.7700534759358288
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+ Chorthippus apricarius: 0.6691729323308271
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+ Nemobius sylvestris: 0.7835616438356164
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+ Tettigettula pygmea: 0.8311688311688312
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+ Omocestus rufipes: 0.8571428571428571
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+ Tibicina picta: 0.7216494845360825
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+ Conocephalus fuscus: 0.8846539618856569
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+ Euthystira brachyptera: 0.9025270758122743
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+ Phaneroptera laticerca: 0.6666666666666666
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+ Tibicina nigronervosa: 0.06451612903225806
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+ Gryllus bimaculatus: 0.7773279352226721
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+ Pholidoptera griseoaptera: 0.8609492089925063
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+ Metrioptera saussuriana: 0.7578947368421053
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+ Pholidoptera femorata: 0.64
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+ Roeseliana azami: 0.5106382978723404
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+ Myrmeleotettix maculatus: 0.8235294117647058
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+ Cicadetta montana: 0.5
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+ Platycleis albopunctata: 0.6698564593301436
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+ Decticus albifrons: 0.8246445497630331
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+ Tylopsis lilifolia: 0.5306122448979592
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+ Chorthippus saulcyi: 0.7608695652173914
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+ Cicada orni: 0.8125755743651754
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+ Polysarcus denticauda: 0.7252747252747253
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+ Bicolorana bicolor: 0.8669724770642202
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+ Tibicina corsica: 0.6843657817109144
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+ Eumodicogryllus bordigalensis: 0.6590330788804071
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+ Omocestus viridulus: 0.8270676691729323
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+ Tibicina haematodes: 0.5949367088607594
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+ Pteronemobius heydenii: 0.801007556675063
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+ Metrioptera buyssoni: 0.7397260273972602
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+ Uromenus rugosicollis: 0.5696969696969697
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+ Omocestus raymondi: 0.8735632183908046
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+ Ruspolia nitidula: 0.5880829015544041
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+ Ephippiger diurnus: 0.7045454545454546
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+ Stenobothrus lineatus: 0.7377049180327869
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+ Gryllus campestris: 0.8043893129770993
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+ Metrioptera brachyptera: 0.783410138248848
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+ Chorthippus dorsatus: 0.72
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+ Tibicina quadrisignata: 0.0
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+ Euchorthippus declivus: 0.5882352941176471
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+ Tettigettalna argentata: 0.6915422885572139
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+ Euchorthippus elegantulus: 0.8679245283018868
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+ Oecanthus pellucens: 0.7872470876762723
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+ Tettigonia viridissima: 0.8032479700187383
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+ Tettigonia cantans: 0.7018072289156626
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+ Lyristes plebejus: 0.8676470588235294
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+ Chorthippus jacobsi: 0.8496732026143791
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+ Phaneroptera nana: 0.7489239598278336
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+ Rhacocleis annulata: 0.8888888888888888
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+ Stenobothrus stigmaticus: 0.7
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+ Platycleis sabulosa: 0.34285714285714286
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+ Chorthippus brunneus: 0.65
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+ Gryllotalpa gryllotalpa: 0.788235294117647
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+ Isophya kraussii: 0.9440337909186906
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+ Leptophyes punctatissima: 0.6836935166994106
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+ Chorthippus vagans: 0.6666666666666666
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+ Decticus verrucivorus: 0.8547008547008547
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+ Cicadetta cerdaniensis: 0.3764705882352941
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+ Chrysochraon dispar: 0.6666666666666666
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+ Conocephalus dorsalis: 0.7413793103448276
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+ Cicadetta cantilatrix: 0.9440559440559441
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+ Tibicina garricola: 0.5918367346938775
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+ Cicada barbara: 0.9797979797979798
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+ Cicadetta brevipennis: 0.5369127516778524
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+ Cicadatra atra: 0.4158415841584158
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+ Dimissalna dimissa: 0.9530685920577617
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+ Stethophyma grossum: 0.5274725274725275
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+ Phaneroptera falcata: 0.8849557522123894
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+ Stauroderus scalaris: 0.6972477064220184
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+ Chorthippus biguttulus: 0.8306878306878307
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+ Zeuneriana abbreviata: 0.8944099378881988
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+ Roeseliana roeselii: 0.7909238249594813
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+ Platycleis intermedia: 0.6530612244897959
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+ Chorthippus mollis: 0.6724890829694323
334
+ Yersinella raymondii: 0.8813559322033898
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+ Sorapagus catalaunicus: 0.85
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