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ml-accuracy:
Bicolorana bicolor: 0.9861193498635663
Chorthippus albomarginatus: 0.9976272392929173
Chorthippus apricarius: 0.9908648712777316
Chorthippus biguttulus: 0.9845770554039626
Chorthippus brunneus: 0.9953731166211888
Chorthippus dorsatus: 0.9940680982322933
Chorthippus mollis: 0.9957290307272512
Chrysochraon dispar: 0.9981017914343339
Conocephalus dorsalis: 0.9981017914343339
Conocephalus fuscus: 0.9838652271918377
Euthystira brachyptera: 0.9712895954442995
Gomphocerippus rufus: 0.998220429469688
Gryllotalpa gryllotalpa: 0.992051251631273
Gryllus campestris: 0.9760351168584648
Isophya kraussii: 0.9650017795705303
Leptophyes punctatissima: 0.9919326135959189
Nemobius sylvestris: 0.9933562700201685
Omocestus viridulus: 0.9986949816111045
Phaneroptera falcata: 0.9932376319848143
Pholidoptera griseoaptera: 0.9892039387827738
Platycleis albopunctata: 0.9892039387827738
Pseudochorthippus montanus: 0.9970340491161467
Pseudochorthippus parallelus: 0.974374184363507
Roeseliana roeselii: 0.9381895835804959
Ruspolia nitidula: 0.9952544785858346
Stenobothrus lineatus: 0.9957290307272512
Stethophyma grossum: 0.9701032150907581
Tettigonia cantans: 0.9746114604342152
Tettigonia viridissima: 0.9463756080199311
nocall-empty: 0.980543362201922
all: 0.695812077351999
ml-f1-macro:
Bicolorana bicolor: 0.688
Chorthippus albomarginatus: 0.3333333333333333
Chorthippus apricarius: 0.6695278969957081
Chorthippus biguttulus: 0.7678571428571429
Chorthippus brunneus: 0.7796610169491526
Chorthippus dorsatus: 0.6527777777777778
Chorthippus mollis: 0.856
Chrysochraon dispar: 0.7037037037037037
Conocephalus dorsalis: 0.68
Conocephalus fuscus: 0.8142076502732241
Euthystira brachyptera: 0.5485074626865671
Gomphocerippus rufus: 0.6808510638297872
Gryllotalpa gryllotalpa: 0.5562913907284768
Gryllus campestris: 0.8944618599791013
Isophya kraussii: 0.8421615837346175
Leptophyes punctatissima: 0.8403755868544601
Nemobius sylvestris: 0.8028169014084507
Omocestus viridulus: 0.8533333333333334
Phaneroptera falcata: 0.8768898488120951
Pholidoptera griseoaptera: 0.8983240223463688
Platycleis albopunctata: 0.7858823529411765
Pseudochorthippus montanus: 0.4186046511627907
Pseudochorthippus parallelus: 0.6666666666666666
Roeseliana roeselii: 0.7739696312364425
Ruspolia nitidula: 0.9209486166007905
Stenobothrus lineatus: 0.6842105263157895
Stethophyma grossum: 0.8361508452535761
Tettigonia cantans: 0.6022304832713755
Tettigonia viridissima: 0.8375269590222861
nocall-empty: 0.7859007832898173
all: 0.7350391030454674
ml-f1-micro:
Bicolorana bicolor: 0.688
Chorthippus albomarginatus: 0.3333333333333333
Chorthippus apricarius: 0.6695278969957081
Chorthippus biguttulus: 0.7678571428571429
Chorthippus brunneus: 0.7796610169491526
Chorthippus dorsatus: 0.6527777777777778
Chorthippus mollis: 0.856
Chrysochraon dispar: 0.7037037037037037
Conocephalus dorsalis: 0.68
Conocephalus fuscus: 0.8142076502732241
Euthystira brachyptera: 0.5485074626865671
Gomphocerippus rufus: 0.6808510638297872
Gryllotalpa gryllotalpa: 0.5562913907284768
Gryllus campestris: 0.8944618599791013
Isophya kraussii: 0.8421615837346175
Leptophyes punctatissima: 0.8403755868544601
Nemobius sylvestris: 0.8028169014084507
Omocestus viridulus: 0.8533333333333334
Phaneroptera falcata: 0.8768898488120951
Pholidoptera griseoaptera: 0.8983240223463688
Platycleis albopunctata: 0.7858823529411765
Pseudochorthippus montanus: 0.4186046511627907
Pseudochorthippus parallelus: 0.6666666666666666
Roeseliana roeselii: 0.7739696312364425
Ruspolia nitidula: 0.9209486166007905
Stenobothrus lineatus: 0.6842105263157895
Stethophyma grossum: 0.8361508452535761
Tettigonia cantans: 0.6022304832713755
Tettigonia viridissima: 0.8375269590222861
nocall-empty: 0.7859007832898173
all: 0.8017960908610671
ml-f1-weighted:
Bicolorana bicolor: 0.688
Chorthippus albomarginatus: 0.3333333333333333
Chorthippus apricarius: 0.6695278969957081
Chorthippus biguttulus: 0.7678571428571429
Chorthippus brunneus: 0.7796610169491526
Chorthippus dorsatus: 0.6527777777777778
Chorthippus mollis: 0.856
Chrysochraon dispar: 0.7037037037037037
Conocephalus dorsalis: 0.68
Conocephalus fuscus: 0.8142076502732241
Euthystira brachyptera: 0.5485074626865671
Gomphocerippus rufus: 0.6808510638297872
Gryllotalpa gryllotalpa: 0.5562913907284768
Gryllus campestris: 0.8944618599791013
Isophya kraussii: 0.8421615837346175
Leptophyes punctatissima: 0.8403755868544601
Nemobius sylvestris: 0.8028169014084507
Omocestus viridulus: 0.8533333333333334
Phaneroptera falcata: 0.8768898488120951
Pholidoptera griseoaptera: 0.8983240223463688
Platycleis albopunctata: 0.7858823529411765
Pseudochorthippus montanus: 0.4186046511627907
Pseudochorthippus parallelus: 0.6666666666666666
Roeseliana roeselii: 0.7739696312364425
Ruspolia nitidula: 0.9209486166007905
Stenobothrus lineatus: 0.6842105263157895
Stethophyma grossum: 0.8361508452535761
Tettigonia cantans: 0.6022304832713755
Tettigonia viridissima: 0.8375269590222861
nocall-empty: 0.7859007832898173
all: 0.7965867942180146
dev_loss:
all: 0.05674936363618907
iteration: 17
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