ml-accuracy:
  Bicolorana bicolor: 0.980793495023132
  Chorthippus albomarginatus: 0.9983176783961868
  Chorthippus apricarius: 0.992008972381887
  Chorthippus biguttulus: 0.976026917145661
  Chorthippus brunneus: 0.9894854899761671
  Chorthippus dorsatus: 0.9925697462498247
  Chorthippus mollis: 0.9928501331837937
  Chrysochraon dispar: 0.997756904528249
  Conocephalus dorsalis: 0.9879433618393383
  Conocephalus fuscus: 0.9855600729006029
  Euthystira brachyptera: 0.9740642086078789
  Gomphocerippus rufus: 0.9974765175942801
  Gryllotalpa gryllotalpa: 0.9953736155895135
  Gryllus campestris: 0.9582223468386373
  Isophya kraussii: 0.9747651759428011
  Leptophyes punctatissima: 0.9900462638441049
  Nemobius sylvestris: 0.9918687789149025
  Omocestus viridulus: 0.9976167110612646
  Phaneroptera falcata: 0.9943922613206224
  Pholidoptera griseoaptera: 0.9854198794336184
  Platycleis albopunctata: 0.9910276181129959
  Pseudochorthippus montanus: 0.9980372914622179
  Pseudochorthippus parallelus: 0.9777092387494742
  Roeseliana roeselii: 0.9359315855881116
  Ruspolia nitidula: 0.9953736155895135
  Stenobothrus lineatus: 0.9959343894574513
  Stethophyma grossum: 0.9636898920510304
  Tettigonia cantans: 0.9880835553063227
  Tettigonia viridissima: 0.9614467965792795
  Silence: 1.0
  Buzz: 0.9589233141735595
  Bird: 0.9950932286555446
  all: 0.677134445534838
ml-f1-micro:
  Bicolorana bicolor: 0.5678233438485805
  Chorthippus albomarginatus: 0.14285714285714285
  Chorthippus apricarius: 0.7192118226600985
  Chorthippus biguttulus: 0.6191536748329621
  Chorthippus brunneus: 0.6341463414634146
  Chorthippus dorsatus: 0.6394557823129252
  Chorthippus mollis: 0.7384615384615385
  Chrysochraon dispar: 0.6923076923076923
  Conocephalus dorsalis: 0.6861313868613139
  Conocephalus fuscus: 0.7935871743486974
  Euthystira brachyptera: 0.4931506849315068
  Gomphocerippus rufus: 0.4
  Gryllotalpa gryllotalpa: 0.8176795580110497
  Gryllus campestris: 0.8123425692695214
  Isophya kraussii: 0.799554565701559
  Leptophyes punctatissima: 0.7380073800738007
  Nemobius sylvestris: 0.8313953488372093
  Omocestus viridulus: 0.8702290076335878
  Phaneroptera falcata: 0.8571428571428571
  Pholidoptera griseoaptera: 0.7824267782426778
  Platycleis albopunctata: 0.8476190476190476
  Pseudochorthippus montanus: 0.6818181818181818
  Pseudochorthippus parallelus: 0.5994962216624685
  Roeseliana roeselii: 0.8129349160867786
  Ruspolia nitidula: 0.8235294117647058
  Stenobothrus lineatus: 0.7521367521367521
  Stethophyma grossum: 0.8347160178685387
  Tettigonia cantans: 0.7869674185463659
  Tettigonia viridissima: 0.8560962846677133
  Silence: 1.0
  Buzz: 0.18384401114206128
  Bird: 0.9191685912240185
  all: 0.7759400439333247
ml-f1-macro:
  Bicolorana bicolor: 0.5678233438485805
  Chorthippus albomarginatus: 0.14285714285714285
  Chorthippus apricarius: 0.7192118226600985
  Chorthippus biguttulus: 0.6191536748329621
  Chorthippus brunneus: 0.6341463414634146
  Chorthippus dorsatus: 0.6394557823129252
  Chorthippus mollis: 0.7384615384615385
  Chrysochraon dispar: 0.6923076923076923
  Conocephalus dorsalis: 0.6861313868613139
  Conocephalus fuscus: 0.7935871743486974
  Euthystira brachyptera: 0.4931506849315068
  Gomphocerippus rufus: 0.4
  Gryllotalpa gryllotalpa: 0.8176795580110497
  Gryllus campestris: 0.8123425692695214
  Isophya kraussii: 0.799554565701559
  Leptophyes punctatissima: 0.7380073800738007
  Nemobius sylvestris: 0.8313953488372093
  Omocestus viridulus: 0.8702290076335878
  Phaneroptera falcata: 0.8571428571428571
  Pholidoptera griseoaptera: 0.7824267782426778
  Platycleis albopunctata: 0.8476190476190476
  Pseudochorthippus montanus: 0.6818181818181818
  Pseudochorthippus parallelus: 0.5994962216624685
  Roeseliana roeselii: 0.8129349160867786
  Ruspolia nitidula: 0.8235294117647058
  Stenobothrus lineatus: 0.7521367521367521
  Stethophyma grossum: 0.8347160178685387
  Tettigonia cantans: 0.7869674185463659
  Tettigonia viridissima: 0.8560962846677133
  Silence: 1.0
  Buzz: 0.18384401114206128
  Bird: 0.9191685912240185
  all: 0.7104184845104615
ml-f1-weighted:
  Bicolorana bicolor: 0.5678233438485805
  Chorthippus albomarginatus: 0.14285714285714285
  Chorthippus apricarius: 0.7192118226600985
  Chorthippus biguttulus: 0.6191536748329621
  Chorthippus brunneus: 0.6341463414634146
  Chorthippus dorsatus: 0.6394557823129252
  Chorthippus mollis: 0.7384615384615385
  Chrysochraon dispar: 0.6923076923076923
  Conocephalus dorsalis: 0.6861313868613139
  Conocephalus fuscus: 0.7935871743486974
  Euthystira brachyptera: 0.4931506849315068
  Gomphocerippus rufus: 0.4
  Gryllotalpa gryllotalpa: 0.8176795580110497
  Gryllus campestris: 0.8123425692695214
  Isophya kraussii: 0.799554565701559
  Leptophyes punctatissima: 0.7380073800738007
  Nemobius sylvestris: 0.8313953488372093
  Omocestus viridulus: 0.8702290076335878
  Phaneroptera falcata: 0.8571428571428571
  Pholidoptera griseoaptera: 0.7824267782426778
  Platycleis albopunctata: 0.8476190476190476
  Pseudochorthippus montanus: 0.6818181818181818
  Pseudochorthippus parallelus: 0.5994962216624685
  Roeseliana roeselii: 0.8129349160867786
  Ruspolia nitidula: 0.8235294117647058
  Stenobothrus lineatus: 0.7521367521367521
  Stethophyma grossum: 0.8347160178685387
  Tettigonia cantans: 0.7869674185463659
  Tettigonia viridissima: 0.8560962846677133
  Silence: 1.0
  Buzz: 0.18384401114206128
  Bird: 0.9191685912240185
  all: 0.7778510457042602
dev_loss:
  all: 0.07258939857461341
iteration: 23