| 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 |
|
|
