ml-accuracy:
  Bicolorana bicolor: 0.9858793324775353
  Chorthippus albomarginatus: 0.9974326059050064
  Chorthippus apricarius: 0.9929396662387676
  Chorthippus biguttulus: 0.961061189559264
  Chorthippus brunneus: 0.9929396662387676
  Chorthippus dorsatus: 0.9937954642704322
  Chorthippus mollis: 0.9997860504920839
  Chrysochraon dispar: 0.9987163029525032
  Conocephalus dorsalis: 0.9929396662387676
  Conocephalus fuscus: 0.991869918699187
  Euthystira brachyptera: 0.9518613607188704
  Gomphocerippus rufus: 0.9991442019683354
  Gryllotalpa gryllotalpa: 1.0
  Gryllus campestris: 0.9893025246041934
  Isophya kraussii: 0.9666238767650834
  Leptophyes punctatissima: 0.9843816859221224
  Nemobius sylvestris: 0.9905862216516902
  Omocestus viridulus: 0.9922978177150192
  Phaneroptera falcata: 0.9961489088575096
  Pholidoptera griseoaptera: 0.9841677364142063
  Platycleis albopunctata: 0.9848095849379547
  Pseudochorthippus montanus: 0.9965768078733419
  Pseudochorthippus parallelus: 0.9719726144629868
  Roeseliana roeselii: 0.9216944801026957
  Ruspolia nitidula: 0.9961489088575096
  Stenobothrus lineatus: 0.9970047068891742
  Stethophyma grossum: 0.9563543003851092
  Tettigonia cantans: 0.9685494223363287
  Tettigonia viridissima: 0.9747539580658965
  Silence: 0.9993581514762516
  Buzz: 0.9961489088575096
  Bird: 0.9997860504920839
  all: 0.6820710312366282
ml-f1-micro:
  Bicolorana bicolor: 0.7203389830508474
  Chorthippus albomarginatus: 0.14285714285714285
  Chorthippus apricarius: 0.6915887850467289
  Chorthippus biguttulus: 0.5357142857142857
  Chorthippus brunneus: 0.6915887850467289
  Chorthippus dorsatus: 0.4727272727272727
  Chorthippus mollis: 0.9787234042553191
  Chrysochraon dispar: 0.8235294117647058
  Conocephalus dorsalis: 0.7079646017699115
  Conocephalus fuscus: 0.7625
  Euthystira brachyptera: 0.5379876796714579
  Gomphocerippus rufus: 0.3333333333333333
  Gryllotalpa gryllotalpa: 1.0
  Gryllus campestris: 0.8737373737373737
  Isophya kraussii: 0.8181818181818182
  Leptophyes punctatissima: 0.8359550561797753
  Nemobius sylvestris: 0.7731958762886598
  Omocestus viridulus: 0.7049180327868853
  Phaneroptera falcata: 0.6785714285714286
  Pholidoptera griseoaptera: 0.7823529411764706
  Platycleis albopunctata: 0.8479657387580299
  Pseudochorthippus montanus: 0.0
  Pseudochorthippus parallelus: 0.5589225589225589
  Roeseliana roeselii: 0.80406852248394
  Ruspolia nitidula: 0.896551724137931
  Stenobothrus lineatus: 0.9285714285714286
  Stethophyma grossum: 0.8713745271122321
  Tettigonia cantans: 0.25380710659898476
  Tettigonia viridissima: 0.87117903930131
  Silence: 0.9958391123439667
  Buzz: 0.0
  Bird: 0.0
  all: 0.7912749153817225
ml-f1-macro:
  Bicolorana bicolor: 0.7203389830508474
  Chorthippus albomarginatus: 0.14285714285714285
  Chorthippus apricarius: 0.6915887850467289
  Chorthippus biguttulus: 0.5357142857142857
  Chorthippus brunneus: 0.6915887850467289
  Chorthippus dorsatus: 0.4727272727272727
  Chorthippus mollis: 0.9787234042553191
  Chrysochraon dispar: 0.8235294117647058
  Conocephalus dorsalis: 0.7079646017699115
  Conocephalus fuscus: 0.7625
  Euthystira brachyptera: 0.5379876796714579
  Gomphocerippus rufus: 0.3333333333333333
  Gryllotalpa gryllotalpa: 1.0
  Gryllus campestris: 0.8737373737373737
  Isophya kraussii: 0.8181818181818182
  Leptophyes punctatissima: 0.8359550561797753
  Nemobius sylvestris: 0.7731958762886598
  Omocestus viridulus: 0.7049180327868853
  Phaneroptera falcata: 0.6785714285714286
  Pholidoptera griseoaptera: 0.7823529411764706
  Platycleis albopunctata: 0.8479657387580299
  Pseudochorthippus montanus: 0.0
  Pseudochorthippus parallelus: 0.5589225589225589
  Roeseliana roeselii: 0.80406852248394
  Ruspolia nitidula: 0.896551724137931
  Stenobothrus lineatus: 0.9285714285714286
  Stethophyma grossum: 0.8713745271122321
  Tettigonia cantans: 0.25380710659898476
  Tettigonia viridissima: 0.87117903930131
  Silence: 0.9958391123439667
  Buzz: 0.0
  Bird: 0.0
  all: 0.6529389365747039
ml-f1-weighted:
  Bicolorana bicolor: 0.7203389830508474
  Chorthippus albomarginatus: 0.14285714285714285
  Chorthippus apricarius: 0.6915887850467289
  Chorthippus biguttulus: 0.5357142857142857
  Chorthippus brunneus: 0.6915887850467289
  Chorthippus dorsatus: 0.4727272727272727
  Chorthippus mollis: 0.9787234042553191
  Chrysochraon dispar: 0.8235294117647058
  Conocephalus dorsalis: 0.7079646017699115
  Conocephalus fuscus: 0.7625
  Euthystira brachyptera: 0.5379876796714579
  Gomphocerippus rufus: 0.3333333333333333
  Gryllotalpa gryllotalpa: 1.0
  Gryllus campestris: 0.8737373737373737
  Isophya kraussii: 0.8181818181818182
  Leptophyes punctatissima: 0.8359550561797753
  Nemobius sylvestris: 0.7731958762886598
  Omocestus viridulus: 0.7049180327868853
  Phaneroptera falcata: 0.6785714285714286
  Pholidoptera griseoaptera: 0.7823529411764706
  Platycleis albopunctata: 0.8479657387580299
  Pseudochorthippus montanus: 0.0
  Pseudochorthippus parallelus: 0.5589225589225589
  Roeseliana roeselii: 0.80406852248394
  Ruspolia nitidula: 0.896551724137931
  Stenobothrus lineatus: 0.9285714285714286
  Stethophyma grossum: 0.8713745271122321
  Tettigonia cantans: 0.25380710659898476
  Tettigonia viridissima: 0.87117903930131
  Silence: 0.9958391123439667
  Buzz: 0.0
  Bird: 0.0
  all: 0.7778297071025558
loss:
  all: 0.06721258430511778