ml-accuracy:
  Bicolorana bicolor: 0.988800519396202
  Chorthippus albomarginatus: 0.9985391981821133
  Chorthippus apricarius: 0.9957799058594384
  Chorthippus biguttulus: 0.978899529297192
  Chorthippus brunneus: 0.9975653303035221
  Chorthippus dorsatus: 0.9957799058594384
  Chorthippus mollis: 0.9974030189904236
  Chrysochraon dispar: 0.9990261321214089
  Conocephalus dorsalis: 0.9970783963642266
  Conocephalus fuscus: 0.9875020288914137
  Euthystira brachyptera: 0.9612075961694531
  Gomphocerippus rufus: 0.9988638208083104
  Gryllotalpa gryllotalpa: 0.9998376886869015
  Gryllus campestris: 0.9917221230319754
  Isophya kraussii: 0.9586106151598767
  Leptophyes punctatissima: 0.9926959909105665
  Nemobius sylvestris: 0.9917221230319754
  Omocestus viridulus: 0.996591462424931
  Phaneroptera falcata: 0.9972407076773251
  Pholidoptera griseoaptera: 0.9904236325271871
  Platycleis albopunctata: 0.9915598117188769
  Pseudochorthippus montanus: 0.9957799058594384
  Pseudochorthippus parallelus: 0.9727316993994481
  Roeseliana roeselii: 0.93296542769031
  Ruspolia nitidula: 0.9949683492939458
  Stenobothrus lineatus: 0.9982145755559162
  Stethophyma grossum: 0.9644538224314235
  Tettigonia cantans: 0.9923713682843694
  Tettigonia viridissima: 0.9597467943515663
  nocall-empty: 0.9735432559649407
  all: 0.7099496834929394
ml-f1-macro:
  Bicolorana bicolor: 0.7850467289719626
  Chorthippus albomarginatus: 0.0
  Chorthippus apricarius: 0.59375
  Chorthippus biguttulus: 0.6782178217821783
  Chorthippus brunneus: 0.4444444444444444
  Chorthippus dorsatus: 0.7045454545454546
  Chorthippus mollis: 0.8297872340425532
  Chrysochraon dispar: 0.5
  Conocephalus dorsalis: 0.6666666666666666
  Conocephalus fuscus: 0.8739770867430442
  Euthystira brachyptera: 0.3949367088607595
  Gomphocerippus rufus: 0.2222222222222222
  Gryllotalpa gryllotalpa: 0.9333333333333333
  Gryllus campestris: 0.9660678642714571
  Isophya kraussii: 0.7908121410992617
  Leptophyes punctatissima: 0.8484848484848485
  Nemobius sylvestris: 0.856338028169014
  Omocestus viridulus: 0.8173913043478261
  Phaneroptera falcata: 0.9005847953216374
  Pholidoptera griseoaptera: 0.8720173535791758
  Platycleis albopunctata: 0.723404255319149
  Pseudochorthippus montanus: 0.6578947368421053
  Pseudochorthippus parallelus: 0.6626506024096386
  Roeseliana roeselii: 0.8386088315748339
  Ruspolia nitidula: 0.8996763754045307
  Stenobothrus lineatus: 0.9271523178807947
  Stethophyma grossum: 0.8740655549166187
  Tettigonia cantans: 0.8739946380697051
  Tettigonia viridissima: 0.8277777777777777
  nocall-empty: 0.0893854748603352
  all: 0.7017744867313775
ml-f1-micro:
  Bicolorana bicolor: 0.7850467289719626
  Chorthippus albomarginatus: 0.0
  Chorthippus apricarius: 0.59375
  Chorthippus biguttulus: 0.6782178217821783
  Chorthippus brunneus: 0.4444444444444444
  Chorthippus dorsatus: 0.7045454545454546
  Chorthippus mollis: 0.8297872340425532
  Chrysochraon dispar: 0.5
  Conocephalus dorsalis: 0.6666666666666666
  Conocephalus fuscus: 0.8739770867430442
  Euthystira brachyptera: 0.3949367088607595
  Gomphocerippus rufus: 0.2222222222222222
  Gryllotalpa gryllotalpa: 0.9333333333333333
  Gryllus campestris: 0.9660678642714571
  Isophya kraussii: 0.7908121410992617
  Leptophyes punctatissima: 0.8484848484848485
  Nemobius sylvestris: 0.856338028169014
  Omocestus viridulus: 0.8173913043478261
  Phaneroptera falcata: 0.9005847953216374
  Pholidoptera griseoaptera: 0.8720173535791758
  Platycleis albopunctata: 0.723404255319149
  Pseudochorthippus montanus: 0.6578947368421053
  Pseudochorthippus parallelus: 0.6626506024096386
  Roeseliana roeselii: 0.8386088315748339
  Ruspolia nitidula: 0.8996763754045307
  Stenobothrus lineatus: 0.9271523178807947
  Stethophyma grossum: 0.8740655549166187
  Tettigonia cantans: 0.8739946380697051
  Tettigonia viridissima: 0.8277777777777777
  nocall-empty: 0.0893854748603352
  all: 0.8168316831683168
ml-f1-weighted:
  Bicolorana bicolor: 0.7850467289719626
  Chorthippus albomarginatus: 0.0
  Chorthippus apricarius: 0.59375
  Chorthippus biguttulus: 0.6782178217821783
  Chorthippus brunneus: 0.4444444444444444
  Chorthippus dorsatus: 0.7045454545454546
  Chorthippus mollis: 0.8297872340425532
  Chrysochraon dispar: 0.5
  Conocephalus dorsalis: 0.6666666666666666
  Conocephalus fuscus: 0.8739770867430442
  Euthystira brachyptera: 0.3949367088607595
  Gomphocerippus rufus: 0.2222222222222222
  Gryllotalpa gryllotalpa: 0.9333333333333333
  Gryllus campestris: 0.9660678642714571
  Isophya kraussii: 0.7908121410992617
  Leptophyes punctatissima: 0.8484848484848485
  Nemobius sylvestris: 0.856338028169014
  Omocestus viridulus: 0.8173913043478261
  Phaneroptera falcata: 0.9005847953216374
  Pholidoptera griseoaptera: 0.8720173535791758
  Platycleis albopunctata: 0.723404255319149
  Pseudochorthippus montanus: 0.6578947368421053
  Pseudochorthippus parallelus: 0.6626506024096386
  Roeseliana roeselii: 0.8386088315748339
  Ruspolia nitidula: 0.8996763754045307
  Stenobothrus lineatus: 0.9271523178807947
  Stethophyma grossum: 0.8740655549166187
  Tettigonia cantans: 0.8739946380697051
  Tettigonia viridissima: 0.8277777777777777
  nocall-empty: 0.0893854748603352
  all: 0.8017219405447434
loss:
  all: 0.047898572987135096