ml-accuracy:
  Arcyptera fusca: 0.9994005245410266
  Cicadetta petryi: 0.9976020981641064
  Pseudochorthippus parallelus: 0.9784938179093293
  Tessellana tessellata: 0.996777819408018
  Chorthippus apricarius: 0.9934057699512926
  Nemobius sylvestris: 0.9940801798426377
  Tettigettula pygmea: 0.9980517047583365
  Omocestus rufipes: 0.9979767703259648
  Tibicina picta: 0.9959535406519295
  Conocephalus fuscus: 0.9913825402772574
  Euthystira brachyptera: 0.9979767703259648
  Phaneroptera laticerca: 0.9988759835144249
  Tibicina nigronervosa: 0.9956538029224429
  Gryllus bimaculatus: 0.9958786062195579
  Pholidoptera griseoaptera: 0.9874859497939303
  Metrioptera saussuriana: 0.996553016110903
  Pholidoptera femorata: 0.9959535406519295
  Roeseliana azami: 0.9982765080554514
  Myrmeleotettix maculatus: 0.999325590108655
  Cicadetta montana: 0.9931060322218059
  Platycleis albopunctata: 0.9844885724990633
  Decticus albifrons: 0.997227426002248
  Tylopsis lilifolia: 0.996553016110903
  Chorthippus saulcyi: 0.9983514424878231
  Cicada orni: 0.9883851629823904
  Polysarcus denticauda: 0.9981266391907081
  Bicolorana bicolor: 0.9956538029224429
  Tibicina corsica: 0.9919820157362308
  Eumodicogryllus bordigalensis: 0.9799175721243911
  Omocestus viridulus: 0.9982765080554514
  Tibicina haematodes: 0.9952041963282128
  Pteronemobius heydenii: 0.9940801798426377
  Metrioptera buyssoni: 0.9985762457849382
  Uromenus rugosicollis: 0.9946796553016111
  Omocestus raymondi: 0.9991757212439116
  Ruspolia nitidula: 0.9761708505058074
  Ephippiger diurnus: 0.9941551142750094
  Stenobothrus lineatus: 0.9976020981641064
  Gryllus campestris: 0.9692768827276134
  Metrioptera brachyptera: 0.9964780816785312
  Chorthippus dorsatus: 0.9968527538403896
  Tibicina quadrisignata: 0.9941551142750094
  Euchorthippus declivus: 0.9989509179467966
  Tettigettalna argentata: 0.9907081303859123
  Euchorthippus elegantulus: 0.9994754589733983
  Oecanthus pellucens: 0.9739977519670289
  Tettigonia viridissima: 0.9527913076058449
  Tettigonia cantans: 0.9851629823904083
  Lyristes plebejus: 0.9973023604346197
  Chorthippus jacobsi: 0.9982765080554514
  Phaneroptera nana: 0.9868864743349569
  Rhacocleis annulata: 0.9995503934057699
  Stenobothrus stigmaticus: 0.9995503934057699
  Platycleis sabulosa: 0.996553016110903
  Chorthippus brunneus: 0.9937055076807794
  Gryllotalpa gryllotalpa: 0.9973023604346197
  Isophya kraussii: 0.9960284750843013
  Leptophyes punctatissima: 0.9879355563881603
  Chorthippus vagans: 0.9977519670288497
  Decticus verrucivorus: 0.9961783439490446
  Cicadetta cerdaniensis: 0.9960284750843013
  Chrysochraon dispar: 0.9981266391907081
  Conocephalus dorsalis: 0.9955039340576995
  Cicadetta cantilatrix: 0.9976020981641064
  Tibicina garricola: 0.997002622705133
  Cicada barbara: 0.9997002622705133
  Cicadetta brevipennis: 0.9896590483327089
  Cicadatra atra: 0.9955788684900712
  Dimissalna dimissa: 0.9990258523791682
  Stethophyma grossum: 0.9935556388160359
  Phaneroptera falcata: 0.9951292618958412
  Stauroderus scalaris: 0.9975271637317348
  Chorthippus biguttulus: 0.9904083926564257
  Zeuneriana abbreviata: 0.9987261146496815
  Roeseliana roeselii: 0.9710003746721618
  Platycleis intermedia: 0.9949044585987261
  Chorthippus mollis: 0.9943799175721244
  Yersinella raymondii: 0.9994754589733983
  Sorapagus catalaunicus: 0.9991007868115399
  Gomphocerippus rufus: 0.9994754589733983
  Silence: 0.9988759835144249
  Buzz: 0.9782690146122143
  Bird: 0.9958786062195579
  all: 0.6443611839640315
ml-f1-micro:
  Arcyptera fusca: 0.75
  Cicadetta petryi: 0.6097560975609756
  Pseudochorthippus parallelus: 0.6248366013071895
  Tessellana tessellata: 0.7700534759358288
  Chorthippus apricarius: 0.6691729323308271
  Nemobius sylvestris: 0.7835616438356164
  Tettigettula pygmea: 0.8311688311688312
  Omocestus rufipes: 0.8571428571428571
  Tibicina picta: 0.7216494845360825
  Conocephalus fuscus: 0.8846539618856569
  Euthystira brachyptera: 0.9025270758122743
  Phaneroptera laticerca: 0.6666666666666666
  Tibicina nigronervosa: 0.06451612903225806
  Gryllus bimaculatus: 0.7773279352226721
  Pholidoptera griseoaptera: 0.8609492089925063
  Metrioptera saussuriana: 0.7578947368421053
  Pholidoptera femorata: 0.64
  Roeseliana azami: 0.5106382978723404
  Myrmeleotettix maculatus: 0.8235294117647058
  Cicadetta montana: 0.5
  Platycleis albopunctata: 0.6698564593301436
  Decticus albifrons: 0.8246445497630331
  Tylopsis lilifolia: 0.5306122448979592
  Chorthippus saulcyi: 0.7608695652173914
  Cicada orni: 0.8125755743651754
  Polysarcus denticauda: 0.7252747252747253
  Bicolorana bicolor: 0.8669724770642202
  Tibicina corsica: 0.6843657817109144
  Eumodicogryllus bordigalensis: 0.6590330788804071
  Omocestus viridulus: 0.8270676691729323
  Tibicina haematodes: 0.5949367088607594
  Pteronemobius heydenii: 0.801007556675063
  Metrioptera buyssoni: 0.7397260273972602
  Uromenus rugosicollis: 0.5696969696969697
  Omocestus raymondi: 0.8735632183908046
  Ruspolia nitidula: 0.5880829015544041
  Ephippiger diurnus: 0.7045454545454546
  Stenobothrus lineatus: 0.7377049180327869
  Gryllus campestris: 0.8043893129770993
  Metrioptera brachyptera: 0.783410138248848
  Chorthippus dorsatus: 0.72
  Tibicina quadrisignata: 0.0
  Euchorthippus declivus: 0.5882352941176471
  Tettigettalna argentata: 0.6915422885572139
  Euchorthippus elegantulus: 0.8679245283018868
  Oecanthus pellucens: 0.7872470876762723
  Tettigonia viridissima: 0.8032479700187383
  Tettigonia cantans: 0.7018072289156626
  Lyristes plebejus: 0.8676470588235294
  Chorthippus jacobsi: 0.8496732026143791
  Phaneroptera nana: 0.7489239598278336
  Rhacocleis annulata: 0.8888888888888888
  Stenobothrus stigmaticus: 0.7
  Platycleis sabulosa: 0.34285714285714286
  Chorthippus brunneus: 0.65
  Gryllotalpa gryllotalpa: 0.788235294117647
  Isophya kraussii: 0.9440337909186906
  Leptophyes punctatissima: 0.6836935166994106
  Chorthippus vagans: 0.6666666666666666
  Decticus verrucivorus: 0.8547008547008547
  Cicadetta cerdaniensis: 0.3764705882352941
  Chrysochraon dispar: 0.6666666666666666
  Conocephalus dorsalis: 0.7413793103448276
  Cicadetta cantilatrix: 0.9440559440559441
  Tibicina garricola: 0.5918367346938775
  Cicada barbara: 0.9797979797979798
  Cicadetta brevipennis: 0.5369127516778524
  Cicadatra atra: 0.4158415841584158
  Dimissalna dimissa: 0.9530685920577617
  Stethophyma grossum: 0.5274725274725275
  Phaneroptera falcata: 0.8849557522123894
  Stauroderus scalaris: 0.6972477064220184
  Chorthippus biguttulus: 0.8306878306878307
  Zeuneriana abbreviata: 0.8944099378881988
  Roeseliana roeselii: 0.7909238249594813
  Platycleis intermedia: 0.6530612244897959
  Chorthippus mollis: 0.6724890829694323
  Yersinella raymondii: 0.8813559322033898
  Sorapagus catalaunicus: 0.85
  Gomphocerippus rufus: 0.6666666666666666
  Silence: 0.9523809523809523
  Buzz: 0.1317365269461078
  Bird: 0.8906560636182903
  all: 0.7659947984395319
ml-f1-macro:
  Arcyptera fusca: 0.75
  Cicadetta petryi: 0.6097560975609756
  Pseudochorthippus parallelus: 0.6248366013071895
  Tessellana tessellata: 0.7700534759358288
  Chorthippus apricarius: 0.6691729323308271
  Nemobius sylvestris: 0.7835616438356164
  Tettigettula pygmea: 0.8311688311688312
  Omocestus rufipes: 0.8571428571428571
  Tibicina picta: 0.7216494845360825
  Conocephalus fuscus: 0.8846539618856569
  Euthystira brachyptera: 0.9025270758122743
  Phaneroptera laticerca: 0.6666666666666666
  Tibicina nigronervosa: 0.06451612903225806
  Gryllus bimaculatus: 0.7773279352226721
  Pholidoptera griseoaptera: 0.8609492089925063
  Metrioptera saussuriana: 0.7578947368421053
  Pholidoptera femorata: 0.64
  Roeseliana azami: 0.5106382978723404
  Myrmeleotettix maculatus: 0.8235294117647058
  Cicadetta montana: 0.5
  Platycleis albopunctata: 0.6698564593301436
  Decticus albifrons: 0.8246445497630331
  Tylopsis lilifolia: 0.5306122448979592
  Chorthippus saulcyi: 0.7608695652173914
  Cicada orni: 0.8125755743651754
  Polysarcus denticauda: 0.7252747252747253
  Bicolorana bicolor: 0.8669724770642202
  Tibicina corsica: 0.6843657817109144
  Eumodicogryllus bordigalensis: 0.6590330788804071
  Omocestus viridulus: 0.8270676691729323
  Tibicina haematodes: 0.5949367088607594
  Pteronemobius heydenii: 0.801007556675063
  Metrioptera buyssoni: 0.7397260273972602
  Uromenus rugosicollis: 0.5696969696969697
  Omocestus raymondi: 0.8735632183908046
  Ruspolia nitidula: 0.5880829015544041
  Ephippiger diurnus: 0.7045454545454546
  Stenobothrus lineatus: 0.7377049180327869
  Gryllus campestris: 0.8043893129770993
  Metrioptera brachyptera: 0.783410138248848
  Chorthippus dorsatus: 0.72
  Tibicina quadrisignata: 0.0
  Euchorthippus declivus: 0.5882352941176471
  Tettigettalna argentata: 0.6915422885572139
  Euchorthippus elegantulus: 0.8679245283018868
  Oecanthus pellucens: 0.7872470876762723
  Tettigonia viridissima: 0.8032479700187383
  Tettigonia cantans: 0.7018072289156626
  Lyristes plebejus: 0.8676470588235294
  Chorthippus jacobsi: 0.8496732026143791
  Phaneroptera nana: 0.7489239598278336
  Rhacocleis annulata: 0.8888888888888888
  Stenobothrus stigmaticus: 0.7
  Platycleis sabulosa: 0.34285714285714286
  Chorthippus brunneus: 0.65
  Gryllotalpa gryllotalpa: 0.788235294117647
  Isophya kraussii: 0.9440337909186906
  Leptophyes punctatissima: 0.6836935166994106
  Chorthippus vagans: 0.6666666666666666
  Decticus verrucivorus: 0.8547008547008547
  Cicadetta cerdaniensis: 0.3764705882352941
  Chrysochraon dispar: 0.6666666666666666
  Conocephalus dorsalis: 0.7413793103448276
  Cicadetta cantilatrix: 0.9440559440559441
  Tibicina garricola: 0.5918367346938775
  Cicada barbara: 0.9797979797979798
  Cicadetta brevipennis: 0.5369127516778524
  Cicadatra atra: 0.4158415841584158
  Dimissalna dimissa: 0.9530685920577617
  Stethophyma grossum: 0.5274725274725275
  Phaneroptera falcata: 0.8849557522123894
  Stauroderus scalaris: 0.6972477064220184
  Chorthippus biguttulus: 0.8306878306878307
  Zeuneriana abbreviata: 0.8944099378881988
  Roeseliana roeselii: 0.7909238249594813
  Platycleis intermedia: 0.6530612244897959
  Chorthippus mollis: 0.6724890829694323
  Yersinella raymondii: 0.8813559322033898
  Sorapagus catalaunicus: 0.85
  Gomphocerippus rufus: 0.6666666666666666
  Silence: 0.9523809523809523
  Buzz: 0.1317365269461078
  Bird: 0.8906560636182903
  all: 0.7137322847502879
ml-f1-weighted:
  Arcyptera fusca: 0.75
  Cicadetta petryi: 0.6097560975609756
  Pseudochorthippus parallelus: 0.6248366013071895
  Tessellana tessellata: 0.7700534759358288
  Chorthippus apricarius: 0.6691729323308271
  Nemobius sylvestris: 0.7835616438356164
  Tettigettula pygmea: 0.8311688311688312
  Omocestus rufipes: 0.8571428571428571
  Tibicina picta: 0.7216494845360825
  Conocephalus fuscus: 0.8846539618856569
  Euthystira brachyptera: 0.9025270758122743
  Phaneroptera laticerca: 0.6666666666666666
  Tibicina nigronervosa: 0.06451612903225806
  Gryllus bimaculatus: 0.7773279352226721
  Pholidoptera griseoaptera: 0.8609492089925063
  Metrioptera saussuriana: 0.7578947368421053
  Pholidoptera femorata: 0.64
  Roeseliana azami: 0.5106382978723404
  Myrmeleotettix maculatus: 0.8235294117647058
  Cicadetta montana: 0.5
  Platycleis albopunctata: 0.6698564593301436
  Decticus albifrons: 0.8246445497630331
  Tylopsis lilifolia: 0.5306122448979592
  Chorthippus saulcyi: 0.7608695652173914
  Cicada orni: 0.8125755743651754
  Polysarcus denticauda: 0.7252747252747253
  Bicolorana bicolor: 0.8669724770642202
  Tibicina corsica: 0.6843657817109144
  Eumodicogryllus bordigalensis: 0.6590330788804071
  Omocestus viridulus: 0.8270676691729323
  Tibicina haematodes: 0.5949367088607594
  Pteronemobius heydenii: 0.801007556675063
  Metrioptera buyssoni: 0.7397260273972602
  Uromenus rugosicollis: 0.5696969696969697
  Omocestus raymondi: 0.8735632183908046
  Ruspolia nitidula: 0.5880829015544041
  Ephippiger diurnus: 0.7045454545454546
  Stenobothrus lineatus: 0.7377049180327869
  Gryllus campestris: 0.8043893129770993
  Metrioptera brachyptera: 0.783410138248848
  Chorthippus dorsatus: 0.72
  Tibicina quadrisignata: 0.0
  Euchorthippus declivus: 0.5882352941176471
  Tettigettalna argentata: 0.6915422885572139
  Euchorthippus elegantulus: 0.8679245283018868
  Oecanthus pellucens: 0.7872470876762723
  Tettigonia viridissima: 0.8032479700187383
  Tettigonia cantans: 0.7018072289156626
  Lyristes plebejus: 0.8676470588235294
  Chorthippus jacobsi: 0.8496732026143791
  Phaneroptera nana: 0.7489239598278336
  Rhacocleis annulata: 0.8888888888888888
  Stenobothrus stigmaticus: 0.7
  Platycleis sabulosa: 0.34285714285714286
  Chorthippus brunneus: 0.65
  Gryllotalpa gryllotalpa: 0.788235294117647
  Isophya kraussii: 0.9440337909186906
  Leptophyes punctatissima: 0.6836935166994106
  Chorthippus vagans: 0.6666666666666666
  Decticus verrucivorus: 0.8547008547008547
  Cicadetta cerdaniensis: 0.3764705882352941
  Chrysochraon dispar: 0.6666666666666666
  Conocephalus dorsalis: 0.7413793103448276
  Cicadetta cantilatrix: 0.9440559440559441
  Tibicina garricola: 0.5918367346938775
  Cicada barbara: 0.9797979797979798
  Cicadetta brevipennis: 0.5369127516778524
  Cicadatra atra: 0.4158415841584158
  Dimissalna dimissa: 0.9530685920577617
  Stethophyma grossum: 0.5274725274725275
  Phaneroptera falcata: 0.8849557522123894
  Stauroderus scalaris: 0.6972477064220184
  Chorthippus biguttulus: 0.8306878306878307
  Zeuneriana abbreviata: 0.8944099378881988
  Roeseliana roeselii: 0.7909238249594813
  Platycleis intermedia: 0.6530612244897959
  Chorthippus mollis: 0.6724890829694323
  Yersinella raymondii: 0.8813559322033898
  Sorapagus catalaunicus: 0.85
  Gomphocerippus rufus: 0.6666666666666666
  Silence: 0.9523809523809523
  Buzz: 0.1317365269461078
  Bird: 0.8906560636182903
  all: 0.7635261800386258
dev_loss:
  all: 0.035346732458880675
iteration: 25