| ml-accuracy: | |
| Arcyptera fusca: 0.9970466627288836 | |
| Barbitistes fischeri: 0.9978342193345147 | |
| Bicolorana bicolor bicolor: 0.9897617641267966 | |
| Callicrania ramburii: 0.9998031108485922 | |
| Chorthippus apricarius apricarius: 0.9968497735774758 | |
| Chorthippus biguttulus biguttulus: 0.9962591061232526 | |
| Chorthippus brunneus brunneus: 0.9968497735774758 | |
| Chorthippus dorsatus dorsatus: 0.9964559952746603 | |
| Chorthippus jacobsi: 0.9962591061232526 | |
| Chorthippus mollis mollis: 0.992715101397913 | |
| Chorthippus saulcyi vicdessossi: 1.0 | |
| Chorthippus vagans vagans: 1.0 | |
| Chrysochraon dispar dispar: 0.9974404410316992 | |
| Cicada orni: 0.9850364244930104 | |
| Cicadatra atra: 0.9964559952746603 | |
| Cicadetta cantilatrix: 1.0 | |
| Cicadetta cerdaniensis: 0.9885804292183501 | |
| Cicadetta fangoana: 0.9952746603662138 | |
| Cicadetta montana: 0.9980311084859225 | |
| Cicadetta petryi: 0.9921244339436897 | |
| Cicadetta sibillae: 0.987005316007088 | |
| Conocephalus fuscus: 0.9950777712148061 | |
| Decticus albifrons: 0.9885804292183501 | |
| Decticus verrucivorus verrucivorus: 0.9946839929119905 | |
| Dimissalna dimissa: 0.9972435518802913 | |
| Ephippiger diurnus diurnus: 0.9954715495176216 | |
| Euchorthippus declivus: 0.9980311084859225 | |
| Euchorthippus elegantulus: 0.9982279976373302 | |
| Eumodicogryllus bordigalensis bordigalensis: 0.9759795235282536 | |
| Euryphara dubia: 1.0 | |
| Euthystira brachyptera: 0.9944871037605828 | |
| Gomphocerippus rufus: 0.998424886788738 | |
| Gomphocerus sibiricus sibiricus: 1.0 | |
| Gryllodes sigillatus: 0.9982279976373302 | |
| Gryllotalpa gryllotalpa: 0.9996062216971845 | |
| Gryllus bimaculatus: 0.9903524315810199 | |
| Gryllus campestris: 0.9728292971057295 | |
| Isophya kraussii: 0.9933057688521363 | |
| Leptophyes punctatissima: 0.9962591061232526 | |
| Lyristes plebejus: 0.9891710966725733 | |
| Metrioptera buyssoni: 0.9986217759401457 | |
| Metrioptera saussuriana: 0.9883835400669423 | |
| Myrmeleotettix maculatus maculatus: 0.9988186650915535 | |
| Nemobius sylvestris sylvestris: 0.991927544792282 | |
| Oecanthus dulcisonans: 0.9956684386690293 | |
| Oecanthus pellucens pellucens: 0.9868084268556803 | |
| Oligoglena tibialis: 0.9988186650915535 | |
| Omocestus raymondi: 0.9990155542429612 | |
| Omocestus rufipes: 0.991927544792282 | |
| Omocestus viridulus: 0.9966528844260681 | |
| Phaneroptera falcata: 0.9974404410316992 | |
| Phaneroptera laticerca: 0.9998031108485922 | |
| Phaneroptera nana: 0.9925182122465053 | |
| Pholidoptera femorata: 0.9872022051584958 | |
| Pholidoptera griseoaptera: 0.9885804292183501 | |
| Platycleis affinis affinis: 0.9938964363063595 | |
| Platycleis albopunctata albopunctata: 0.9901555424296121 | |
| Platycleis falx laticauda: 1.0 | |
| Platycleis intermedia intermedia: 1.0 | |
| Platycleis sabulosa: 0.9972435518802913 | |
| Polysarcus denticauda: 0.9998031108485922 | |
| Pseudochorthippus parallelus parallelus: 0.9929119905493208 | |
| Pteronemobius heydenii heydenii: 0.9980311084859225 | |
| Pteronemobius lineolatus: 0.9994093325457767 | |
| Rhacocleis annulata: 0.9996062216971845 | |
| Roeseliana roeselii: 0.9834613112817484 | |
| Ruspolia nitidula nitidula: 0.9895648749753888 | |
| Sorapagus catalaunicus: 0.9998031108485922 | |
| Stauroderus scalaris scalaris: 0.9986217759401457 | |
| Stenobothrus lineatus lineatus: 0.9978342193345147 | |
| Stenobothrus stigmaticus stigmaticus: 0.9988186650915535 | |
| Tettigettalna argentata: 0.9883835400669423 | |
| Tettigettula pygmea: 0.9964559952746603 | |
| Tettigonia cantans: 0.9860208702500493 | |
| Tettigonia viridissima: 0.974010632014176 | |
| Tibicina corsica corsica: 1.0 | |
| Tibicina corsica fairmairei: 0.9883835400669423 | |
| Tibicina garricola: 0.9826737546761174 | |
| Tibicina haematodes: 0.9956684386690293 | |
| Tibicina nigronervosa: 1.0 | |
| Tibicina picta: 0.994290214609175 | |
| Tibicina quadrisignata: 0.9962591061232526 | |
| Tibicina steveni: 0.9982279976373302 | |
| Tylopsis lilifolia: 0.9946839929119905 | |
| Uromenus rugosicollis: 0.9996062216971845 | |
| Zeuneriana abbreviata: 0.9982279976373302 | |
| all: 0.6812364638708407 | |
| ml-f1-macro: | |
| Arcyptera fusca: 0.5454545454545454 | |
| Barbitistes fischeri: 0.0 | |
| Bicolorana bicolor bicolor: 0.5357142857142857 | |
| Callicrania ramburii: 0.8 | |
| Chorthippus apricarius apricarius: 0.4666666666666667 | |
| Chorthippus biguttulus biguttulus: 0.8741721854304636 | |
| Chorthippus brunneus brunneus: 0.5294117647058824 | |
| Chorthippus dorsatus dorsatus: 0.55 | |
| Chorthippus jacobsi: 0.7397260273972602 | |
| Chorthippus mollis mollis: 0.5747126436781609 | |
| Chorthippus saulcyi vicdessossi: 1.0 | |
| Chorthippus vagans vagans: 1.0 | |
| Chrysochraon dispar dispar: 0.13333333333333333 | |
| Cicada orni: 0.7840909090909091 | |
| Cicadatra atra: 0.8636363636363636 | |
| Cicadetta cantilatrix: 0.0 | |
| Cicadetta cerdaniensis: 0.3409090909090909 | |
| Cicadetta fangoana: 0.8125 | |
| Cicadetta montana: 0.0 | |
| Cicadetta petryi: 0.4444444444444444 | |
| Cicadetta sibillae: 0.7692307692307693 | |
| Conocephalus fuscus: 0.8917748917748918 | |
| Decticus albifrons: 0.5671641791044776 | |
| Decticus verrucivorus verrucivorus: 0.8057553956834532 | |
| Dimissalna dimissa: 0.0 | |
| Ephippiger diurnus diurnus: 0.5306122448979592 | |
| Euchorthippus declivus: 0.7058823529411765 | |
| Euchorthippus elegantulus: 0.6086956521739131 | |
| Eumodicogryllus bordigalensis bordigalensis: 0.7946127946127947 | |
| Euryphara dubia: 1.0 | |
| Euthystira brachyptera: 0.0 | |
| Gomphocerippus rufus: 0.0 | |
| Gomphocerus sibiricus sibiricus: 1.0 | |
| Gryllodes sigillatus: 0.7272727272727273 | |
| Gryllotalpa gryllotalpa: 0.9818181818181818 | |
| Gryllus bimaculatus: 0.449438202247191 | |
| Gryllus campestris: 0.905608755129959 | |
| Isophya kraussii: 0.946875 | |
| Leptophyes punctatissima: 0.9073170731707317 | |
| Lyristes plebejus: 0.708994708994709 | |
| Metrioptera buyssoni: 0.9306930693069307 | |
| Metrioptera saussuriana: 0.6380368098159509 | |
| Myrmeleotettix maculatus maculatus: 0.625 | |
| Nemobius sylvestris sylvestris: 0.7453416149068323 | |
| Oecanthus dulcisonans: 0.0 | |
| Oecanthus pellucens pellucens: 0.5379310344827586 | |
| Oligoglena tibialis: 0.918918918918919 | |
| Omocestus raymondi: 0.8780487804878049 | |
| Omocestus rufipes: 0.7759562841530054 | |
| Omocestus viridulus: 0.5853658536585366 | |
| Phaneroptera falcata: 0.9139072847682119 | |
| Phaneroptera laticerca: 0.9333333333333333 | |
| Phaneroptera nana: 0.6041666666666666 | |
| Pholidoptera femorata: 0.6012269938650306 | |
| Pholidoptera griseoaptera: 0.8220858895705522 | |
| Platycleis affinis affinis: 0.3673469387755102 | |
| Platycleis albopunctata albopunctata: 0.647887323943662 | |
| Platycleis falx laticauda: 1.0 | |
| Platycleis intermedia intermedia: 0.0 | |
| Platycleis sabulosa: 0.2222222222222222 | |
| Polysarcus denticauda: 0.9863013698630136 | |
| Pseudochorthippus parallelus parallelus: 0.8860759493670886 | |
| Pteronemobius heydenii heydenii: 0.9180327868852459 | |
| Pteronemobius lineolatus: 0.9411764705882353 | |
| Rhacocleis annulata: 0.9333333333333333 | |
| Roeseliana roeselii: 0.72 | |
| Ruspolia nitidula nitidula: 0.853185595567867 | |
| Sorapagus catalaunicus: 0.9473684210526315 | |
| Stauroderus scalaris scalaris: 0.8205128205128205 | |
| Stenobothrus lineatus lineatus: 0.7755102040816326 | |
| Stenobothrus stigmaticus stigmaticus: 0.0 | |
| Tettigettalna argentata: 0.8090614886731392 | |
| Tettigettula pygmea: 0.847457627118644 | |
| Tettigonia cantans: 0.7854984894259819 | |
| Tettigonia viridissima: 0.8825622775800712 | |
| Tibicina corsica corsica: 0.0 | |
| Tibicina corsica fairmairei: 0.2716049382716049 | |
| Tibicina garricola: 0.022222222222222223 | |
| Tibicina haematodes: 0.8877551020408163 | |
| Tibicina nigronervosa: 0.0 | |
| Tibicina picta: 0.0 | |
| Tibicina quadrisignata: 0.09523809523809523 | |
| Tibicina steveni: 0.8301886792452831 | |
| Tylopsis lilifolia: 0.6086956521739131 | |
| Uromenus rugosicollis: 0.9565217391304348 | |
| Zeuneriana abbreviata: 0.9032258064516129 | |
| all: 0.6247072474094646 | |
| ml-f1-micro: | |
| Arcyptera fusca: 0.5454545454545454 | |
| Barbitistes fischeri: 0.0 | |
| Bicolorana bicolor bicolor: 0.5357142857142857 | |
| Callicrania ramburii: 0.8 | |
| Chorthippus apricarius apricarius: 0.4666666666666667 | |
| Chorthippus biguttulus biguttulus: 0.8741721854304636 | |
| Chorthippus brunneus brunneus: 0.5294117647058824 | |
| Chorthippus dorsatus dorsatus: 0.55 | |
| Chorthippus jacobsi: 0.7397260273972602 | |
| Chorthippus mollis mollis: 0.5747126436781609 | |
| Chorthippus saulcyi vicdessossi: 1.0 | |
| Chorthippus vagans vagans: 1.0 | |
| Chrysochraon dispar dispar: 0.13333333333333333 | |
| Cicada orni: 0.7840909090909091 | |
| Cicadatra atra: 0.8636363636363636 | |
| Cicadetta cantilatrix: 0.0 | |
| Cicadetta cerdaniensis: 0.3409090909090909 | |
| Cicadetta fangoana: 0.8125 | |
| Cicadetta montana: 0.0 | |
| Cicadetta petryi: 0.4444444444444444 | |
| Cicadetta sibillae: 0.7692307692307693 | |
| Conocephalus fuscus: 0.8917748917748918 | |
| Decticus albifrons: 0.5671641791044776 | |
| Decticus verrucivorus verrucivorus: 0.8057553956834532 | |
| Dimissalna dimissa: 0.0 | |
| Ephippiger diurnus diurnus: 0.5306122448979592 | |
| Euchorthippus declivus: 0.7058823529411765 | |
| Euchorthippus elegantulus: 0.6086956521739131 | |
| Eumodicogryllus bordigalensis bordigalensis: 0.7946127946127947 | |
| Euryphara dubia: 1.0 | |
| Euthystira brachyptera: 0.0 | |
| Gomphocerippus rufus: 0.0 | |
| Gomphocerus sibiricus sibiricus: 1.0 | |
| Gryllodes sigillatus: 0.7272727272727273 | |
| Gryllotalpa gryllotalpa: 0.9818181818181818 | |
| Gryllus bimaculatus: 0.449438202247191 | |
| Gryllus campestris: 0.905608755129959 | |
| Isophya kraussii: 0.946875 | |
| Leptophyes punctatissima: 0.9073170731707317 | |
| Lyristes plebejus: 0.708994708994709 | |
| Metrioptera buyssoni: 0.9306930693069307 | |
| Metrioptera saussuriana: 0.6380368098159509 | |
| Myrmeleotettix maculatus maculatus: 0.625 | |
| Nemobius sylvestris sylvestris: 0.7453416149068323 | |
| Oecanthus dulcisonans: 0.0 | |
| Oecanthus pellucens pellucens: 0.5379310344827586 | |
| Oligoglena tibialis: 0.918918918918919 | |
| Omocestus raymondi: 0.8780487804878049 | |
| Omocestus rufipes: 0.7759562841530054 | |
| Omocestus viridulus: 0.5853658536585366 | |
| Phaneroptera falcata: 0.9139072847682119 | |
| Phaneroptera laticerca: 0.9333333333333333 | |
| Phaneroptera nana: 0.6041666666666666 | |
| Pholidoptera femorata: 0.6012269938650306 | |
| Pholidoptera griseoaptera: 0.8220858895705522 | |
| Platycleis affinis affinis: 0.3673469387755102 | |
| Platycleis albopunctata albopunctata: 0.647887323943662 | |
| Platycleis falx laticauda: 1.0 | |
| Platycleis intermedia intermedia: 0.0 | |
| Platycleis sabulosa: 0.2222222222222222 | |
| Polysarcus denticauda: 0.9863013698630136 | |
| Pseudochorthippus parallelus parallelus: 0.8860759493670886 | |
| Pteronemobius heydenii heydenii: 0.9180327868852459 | |
| Pteronemobius lineolatus: 0.9411764705882353 | |
| Rhacocleis annulata: 0.9333333333333333 | |
| Roeseliana roeselii: 0.72 | |
| Ruspolia nitidula nitidula: 0.853185595567867 | |
| Sorapagus catalaunicus: 0.9473684210526315 | |
| Stauroderus scalaris scalaris: 0.8205128205128205 | |
| Stenobothrus lineatus lineatus: 0.7755102040816326 | |
| Stenobothrus stigmaticus stigmaticus: 0.0 | |
| Tettigettalna argentata: 0.8090614886731392 | |
| Tettigettula pygmea: 0.847457627118644 | |
| Tettigonia cantans: 0.7854984894259819 | |
| Tettigonia viridissima: 0.8825622775800712 | |
| Tibicina corsica corsica: 0.0 | |
| Tibicina corsica fairmairei: 0.2716049382716049 | |
| Tibicina garricola: 0.022222222222222223 | |
| Tibicina haematodes: 0.8877551020408163 | |
| Tibicina nigronervosa: 0.0 | |
| Tibicina picta: 0.0 | |
| Tibicina quadrisignata: 0.09523809523809523 | |
| Tibicina steveni: 0.8301886792452831 | |
| Tylopsis lilifolia: 0.6086956521739131 | |
| Uromenus rugosicollis: 0.9565217391304348 | |
| Zeuneriana abbreviata: 0.9032258064516129 | |
| all: 0.7906217794572312 | |
| ml-f1-weighted: | |
| Arcyptera fusca: 0.5454545454545454 | |
| Barbitistes fischeri: 0.0 | |
| Bicolorana bicolor bicolor: 0.5357142857142857 | |
| Callicrania ramburii: 0.8 | |
| Chorthippus apricarius apricarius: 0.4666666666666667 | |
| Chorthippus biguttulus biguttulus: 0.8741721854304636 | |
| Chorthippus brunneus brunneus: 0.5294117647058824 | |
| Chorthippus dorsatus dorsatus: 0.55 | |
| Chorthippus jacobsi: 0.7397260273972602 | |
| Chorthippus mollis mollis: 0.5747126436781609 | |
| Chorthippus saulcyi vicdessossi: 1.0 | |
| Chorthippus vagans vagans: 1.0 | |
| Chrysochraon dispar dispar: 0.13333333333333333 | |
| Cicada orni: 0.7840909090909091 | |
| Cicadatra atra: 0.8636363636363636 | |
| Cicadetta cantilatrix: 0.0 | |
| Cicadetta cerdaniensis: 0.3409090909090909 | |
| Cicadetta fangoana: 0.8125 | |
| Cicadetta montana: 0.0 | |
| Cicadetta petryi: 0.4444444444444444 | |
| Cicadetta sibillae: 0.7692307692307693 | |
| Conocephalus fuscus: 0.8917748917748918 | |
| Decticus albifrons: 0.5671641791044776 | |
| Decticus verrucivorus verrucivorus: 0.8057553956834532 | |
| Dimissalna dimissa: 0.0 | |
| Ephippiger diurnus diurnus: 0.5306122448979592 | |
| Euchorthippus declivus: 0.7058823529411765 | |
| Euchorthippus elegantulus: 0.6086956521739131 | |
| Eumodicogryllus bordigalensis bordigalensis: 0.7946127946127947 | |
| Euryphara dubia: 1.0 | |
| Euthystira brachyptera: 0.0 | |
| Gomphocerippus rufus: 0.0 | |
| Gomphocerus sibiricus sibiricus: 1.0 | |
| Gryllodes sigillatus: 0.7272727272727273 | |
| Gryllotalpa gryllotalpa: 0.9818181818181818 | |
| Gryllus bimaculatus: 0.449438202247191 | |
| Gryllus campestris: 0.905608755129959 | |
| Isophya kraussii: 0.946875 | |
| Leptophyes punctatissima: 0.9073170731707317 | |
| Lyristes plebejus: 0.708994708994709 | |
| Metrioptera buyssoni: 0.9306930693069307 | |
| Metrioptera saussuriana: 0.6380368098159509 | |
| Myrmeleotettix maculatus maculatus: 0.625 | |
| Nemobius sylvestris sylvestris: 0.7453416149068323 | |
| Oecanthus dulcisonans: 0.0 | |
| Oecanthus pellucens pellucens: 0.5379310344827586 | |
| Oligoglena tibialis: 0.918918918918919 | |
| Omocestus raymondi: 0.8780487804878049 | |
| Omocestus rufipes: 0.7759562841530054 | |
| Omocestus viridulus: 0.5853658536585366 | |
| Phaneroptera falcata: 0.9139072847682119 | |
| Phaneroptera laticerca: 0.9333333333333333 | |
| Phaneroptera nana: 0.6041666666666666 | |
| Pholidoptera femorata: 0.6012269938650306 | |
| Pholidoptera griseoaptera: 0.8220858895705522 | |
| Platycleis affinis affinis: 0.3673469387755102 | |
| Platycleis albopunctata albopunctata: 0.647887323943662 | |
| Platycleis falx laticauda: 1.0 | |
| Platycleis intermedia intermedia: 0.0 | |
| Platycleis sabulosa: 0.2222222222222222 | |
| Polysarcus denticauda: 0.9863013698630136 | |
| Pseudochorthippus parallelus parallelus: 0.8860759493670886 | |
| Pteronemobius heydenii heydenii: 0.9180327868852459 | |
| Pteronemobius lineolatus: 0.9411764705882353 | |
| Rhacocleis annulata: 0.9333333333333333 | |
| Roeseliana roeselii: 0.72 | |
| Ruspolia nitidula nitidula: 0.853185595567867 | |
| Sorapagus catalaunicus: 0.9473684210526315 | |
| Stauroderus scalaris scalaris: 0.8205128205128205 | |
| Stenobothrus lineatus lineatus: 0.7755102040816326 | |
| Stenobothrus stigmaticus stigmaticus: 0.0 | |
| Tettigettalna argentata: 0.8090614886731392 | |
| Tettigettula pygmea: 0.847457627118644 | |
| Tettigonia cantans: 0.7854984894259819 | |
| Tettigonia viridissima: 0.8825622775800712 | |
| Tibicina corsica corsica: 0.0 | |
| Tibicina corsica fairmairei: 0.2716049382716049 | |
| Tibicina garricola: 0.022222222222222223 | |
| Tibicina haematodes: 0.8877551020408163 | |
| Tibicina nigronervosa: 0.0 | |
| Tibicina picta: 0.0 | |
| Tibicina quadrisignata: 0.09523809523809523 | |
| Tibicina steveni: 0.8301886792452831 | |
| Tylopsis lilifolia: 0.6086956521739131 | |
| Uromenus rugosicollis: 0.9565217391304348 | |
| Zeuneriana abbreviata: 0.9032258064516129 | |
| all: 0.7762995952590895 | |
| dev_loss: | |
| all: 0.03499150207157604 | |
| iteration: 28 | |