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ml-accuracy:
Bicolorana bicolor: 0.980793495023132
Chorthippus albomarginatus: 0.9985980653301556
Chorthippus apricarius: 0.9904668442450582
Chorthippus biguttulus: 0.9757465302116921
Chorthippus brunneus: 0.9893452965091827
Chorthippus dorsatus: 0.9936912939857002
Chorthippus mollis: 0.9910276181129959
Chrysochraon dispar: 0.996495163325389
Conocephalus dorsalis: 0.9788307864853498
Conocephalus fuscus: 0.9830365904948829
Euthystira brachyptera: 0.972802467405019
Gomphocerippus rufus: 0.9974765175942801
Gryllotalpa gryllotalpa: 0.9900462638441049
Gryllus campestris: 0.9547175101640264
Isophya kraussii: 0.9775690452824899
Leptophyes punctatissima: 0.9893452965091827
Nemobius sylvestris: 0.9893452965091827
Omocestus viridulus: 0.9976167110612646
Phaneroptera falcata: 0.9918687789149025
Pholidoptera griseoaptera: 0.9845787186317118
Platycleis albopunctata: 0.9906070377120426
Pseudochorthippus montanus: 0.9976167110612646
Pseudochorthippus parallelus: 0.9746249824758166
Roeseliana roeselii: 0.9345296509182672
Ruspolia nitidula: 0.9953736155895135
Stenobothrus lineatus: 0.995513809056498
Stethophyma grossum: 0.9617271835132483
Tettigonia cantans: 0.9854198794336184
Tettigonia viridissima: 0.9561194448338708
Silence: 0.9998598065330155
Buzz: 0.9572409925697463
Bird: 0.9949530351885603
all: 0.6608720033646432
ml-f1-micro:
Bicolorana bicolor: 0.5678233438485805
Chorthippus albomarginatus: 0.5454545454545454
Chorthippus apricarius: 0.6530612244897959
Chorthippus biguttulus: 0.6197802197802198
Chorthippus brunneus: 0.6346153846153846
Chorthippus dorsatus: 0.7239263803680982
Chorthippus mollis: 0.627906976744186
Chrysochraon dispar: 0.5454545454545454
Conocephalus dorsalis: 0.29767441860465116
Conocephalus fuscus: 0.7494824016563147
Euthystira brachyptera: 0.4519774011299435
Gomphocerippus rufus: 0.4
Gryllotalpa gryllotalpa: 0.49645390070921985
Gryllus campestris: 0.7933461292386437
Isophya kraussii: 0.8233995584988962
Leptophyes punctatissima: 0.7185185185185186
Nemobius sylvestris: 0.7654320987654321
Omocestus viridulus: 0.8682170542635659
Phaneroptera falcata: 0.7835820895522388
Pholidoptera griseoaptera: 0.7764227642276422
Platycleis albopunctata: 0.8400954653937948
Pseudochorthippus montanus: 0.6222222222222222
Pseudochorthippus parallelus: 0.5574572127139364
Roeseliana roeselii: 0.8105476673427991
Ruspolia nitidula: 0.8290155440414507
Stenobothrus lineatus: 0.7192982456140351
Stethophyma grossum: 0.8237572627501614
Tettigonia cantans: 0.7305699481865285
Tettigonia viridissima: 0.8461916461916462
Silence: 0.99644128113879
Buzz: 0.15512465373961218
Bird: 0.9166666666666666
all: 0.7539477090344292
ml-f1-macro:
Bicolorana bicolor: 0.5678233438485805
Chorthippus albomarginatus: 0.5454545454545454
Chorthippus apricarius: 0.6530612244897959
Chorthippus biguttulus: 0.6197802197802198
Chorthippus brunneus: 0.6346153846153846
Chorthippus dorsatus: 0.7239263803680982
Chorthippus mollis: 0.627906976744186
Chrysochraon dispar: 0.5454545454545454
Conocephalus dorsalis: 0.29767441860465116
Conocephalus fuscus: 0.7494824016563147
Euthystira brachyptera: 0.4519774011299435
Gomphocerippus rufus: 0.4
Gryllotalpa gryllotalpa: 0.49645390070921985
Gryllus campestris: 0.7933461292386437
Isophya kraussii: 0.8233995584988962
Leptophyes punctatissima: 0.7185185185185186
Nemobius sylvestris: 0.7654320987654321
Omocestus viridulus: 0.8682170542635659
Phaneroptera falcata: 0.7835820895522388
Pholidoptera griseoaptera: 0.7764227642276422
Platycleis albopunctata: 0.8400954653937948
Pseudochorthippus montanus: 0.6222222222222222
Pseudochorthippus parallelus: 0.5574572127139364
Roeseliana roeselii: 0.8105476673427991
Ruspolia nitidula: 0.8290155440414507
Stenobothrus lineatus: 0.7192982456140351
Stethophyma grossum: 0.8237572627501614
Tettigonia cantans: 0.7305699481865285
Tettigonia viridissima: 0.8461916461916462
Silence: 0.99644128113879
Buzz: 0.15512465373961218
Bird: 0.9166666666666666
all: 0.6778098991225645
ml-f1-weighted:
Bicolorana bicolor: 0.5678233438485805
Chorthippus albomarginatus: 0.5454545454545454
Chorthippus apricarius: 0.6530612244897959
Chorthippus biguttulus: 0.6197802197802198
Chorthippus brunneus: 0.6346153846153846
Chorthippus dorsatus: 0.7239263803680982
Chorthippus mollis: 0.627906976744186
Chrysochraon dispar: 0.5454545454545454
Conocephalus dorsalis: 0.29767441860465116
Conocephalus fuscus: 0.7494824016563147
Euthystira brachyptera: 0.4519774011299435
Gomphocerippus rufus: 0.4
Gryllotalpa gryllotalpa: 0.49645390070921985
Gryllus campestris: 0.7933461292386437
Isophya kraussii: 0.8233995584988962
Leptophyes punctatissima: 0.7185185185185186
Nemobius sylvestris: 0.7654320987654321
Omocestus viridulus: 0.8682170542635659
Phaneroptera falcata: 0.7835820895522388
Pholidoptera griseoaptera: 0.7764227642276422
Platycleis albopunctata: 0.8400954653937948
Pseudochorthippus montanus: 0.6222222222222222
Pseudochorthippus parallelus: 0.5574572127139364
Roeseliana roeselii: 0.8105476673427991
Ruspolia nitidula: 0.8290155440414507
Stenobothrus lineatus: 0.7192982456140351
Stethophyma grossum: 0.8237572627501614
Tettigonia cantans: 0.7305699481865285
Tettigonia viridissima: 0.8461916461916462
Silence: 0.99644128113879
Buzz: 0.15512465373961218
Bird: 0.9166666666666666
all: 0.7513041508346618
dev_loss:
all: 0.08808083156351502
iteration: 23
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