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_best/dev.yaml

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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

_best/model.pt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:aab388caa7ba241e98ac6d95287a07bcf7c6f2cf2c13ceb25443d2fc38d1fd9c
+size 19892785

_best/optimizer.pt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:97c906b5393a3a2a6e395b073e7d8edde5cfe2044a7d60e6316544006f11543c
+size 39748164