| { |
| "output_dir": "/workspace/output_v2", |
| "classifier_bundle": "/workspace/output_v2", |
| "bioclip_model": "hf-hub:imageomics/bioclip-2", |
| "device": "cuda", |
| "thresholds": { |
| "probability": 0.95, |
| "margin": 0.0, |
| "centroid_similarity": 0.6 |
| }, |
| "training_summary": { |
| "train_examples": 91701, |
| "val_examples": 22801, |
| "unknown_examples": 0, |
| "label_count": 790, |
| "labels": [ |
| "Abudefduf abdominalis", |
| "Abudefduf saxatilis", |
| "Abudefduf septemfasciatus", |
| "Abudefduf sexfasciatus", |
| "Abudefduf sordidus", |
| "Abudefduf taurus", |
| "Abudefduf troschelii", |
| "Abudefduf vaigiensis", |
| "Acanthistius cinctus", |
| "Acanthistius ocellatus", |
| "Acanthistius patachonicus", |
| "Acanthochromis polyacanthus", |
| "Acanthurus leucopareius", |
| "Acropora cervicornis", |
| "Acropora florida", |
| "Acropora gemmifera", |
| "Acropora hyacinthus", |
| "Acropora muricata", |
| "Acropora palmata", |
| "Acropora robusta", |
| "Acrozoanthus australiae", |
| "Actinia equina", |
| "Actinia mediterranea", |
| "Actinoptilum molle", |
| "Aegla concepcionensis", |
| "Agaricia tenuifolia", |
| "Aglantha digitale", |
| "Alectis ciliaris", |
| "Alicia pretiosa", |
| "Amblyglyphidodon aureus", |
| "Amblyglyphidodon curacao", |
| "Amblyglyphidodon leucogaster", |
| "Amblyglyphidodon orbicularis", |
| "Amblypomacentrus breviceps", |
| "Amblypomacentrus tricinctus", |
| "Amphiprion akallopisos", |
| "Amphiprion barberi", |
| "Amphiprion biaculeatus", |
| "Amphiprion bicinctus", |
| "Amphiprion chrysopterus", |
| "Amphiprion clarkii", |
| "Amphiprion ephippium", |
| "Amphiprion frenatus", |
| "Amphiprion melanopus", |
| "Amphiprion nigripes", |
| "Amphiprion ocellaris", |
| "Amphiprion perideraion", |
| "Amphiprion polymnus", |
| "Amphiprion sandaracinos", |
| "Anamobaea orstedii", |
| "Anemonia viridis", |
| "Anoplogaster cornuta", |
| "Anoplopoma fimbria", |
| "Antedonoidea sp. 1", |
| "Anthias anthias", |
| "Anthomastus cf. tahinodus", |
| "Anthopleura artemisia", |
| "Anthopleura elegantissima", |
| "Anthopleura sola", |
| "Anthopleura xanthogrammica", |
| "Anthoptilum lithophilum", |
| "Apostichopus leukothele", |
| "Apristurus brunneus", |
| "Archosargus probatocephalus", |
| "Asteronyx loveni", |
| "Astrangia haimei", |
| "Astrangia poculata", |
| "Astrea curta", |
| "Astroides calycularis", |
| "Atolla wyvillei", |
| "Aulactinia incubans", |
| "Aulactinia veratra", |
| "Aurelia aurita", |
| "Azurina atrilobata", |
| "Azurina cyanea", |
| "Azurina lepidolepis", |
| "Azurina multilineata", |
| "Balanophyllia elegans", |
| "Balanophyllia europaea", |
| "Balanophyllia regia", |
| "Balistes capriscus", |
| "Balistes vetula", |
| "Balticina californica", |
| "Bartholomea annulata", |
| "Bathyraja trachura", |
| "Beroe abyssicola", |
| "Beroe cucumis", |
| "Beroe forskalii", |
| "Bispira brunnea", |
| "Bispira volutacornis", |
| "Bodianus pulchellus", |
| "Bodianus rufus", |
| "Bolinopsis infundibulum", |
| "Boloceroides mcmurrichi", |
| "Branchiomma luctuosum", |
| "Briareum asbestinum", |
| "Briareum violaceum", |
| "Bunodactis verrucosa", |
| "Bunodosoma granuliferum", |
| "Caesioperca lepidoptera", |
| "Caesioperca rasor", |
| "Calamus bajonado", |
| "Calamus leucosteus", |
| "Calamus nodosus", |
| "Calamus proridens", |
| "Calliactis palliata", |
| "Calliactis parasitica", |
| "Calliactis polypus", |
| "Calliactis tricolor", |
| "Callistephanus simplex", |
| "Canthidermis sufflamen", |
| "Canthigaster rostrata", |
| "Caprodon longimanus", |
| "Caracanthus maculatus", |
| "Caranx bartholomaei", |
| "Caranx crysos", |
| "Caranx ruber", |
| "Carcharhinus acronotus", |
| "Carcharhinus albimarginatus", |
| "Carcharhinus amblyrhynchos", |
| "Carcharhinus brachyurus", |
| "Carcharhinus brevipinna", |
| "Carcharhinus falciformis", |
| "Carcharhinus galapagensis", |
| "Carcharhinus isodon", |
| "Carcharhinus leucas", |
| "Carcharhinus limbatus", |
| "Carcharhinus longimanus", |
| "Carcharhinus melanopterus", |
| "Carcharhinus obscurus", |
| "Carcharhinus perezii", |
| "Carcharhinus plumbeus", |
| "Caryophyllia inornata", |
| "Caryophyllia smithii", |
| "Catalaphyllia jardinei", |
| "Caulolatilus microps", |
| "Centropristis philadelphica", |
| "Cephalopholis cruentata", |
| "Chaetodipterus faber", |
| "Chaetodon capistratus", |
| "Chaetodon ocellatus", |
| "Chaetodon sedentarius", |
| "Chionoecetes tanneri", |
| "Chorilia longipes", |
| "Chromis alpha", |
| "Chromis analis", |
| "Chromis atripectoralis", |
| "Chromis chromis", |
| "Chromis chrysura", |
| "Chromis crusma", |
| "Chromis dasygenys", |
| "Chromis dispila", |
| "Chromis flavaxilla", |
| "Chromis fumea", |
| "Chromis hypsilepis", |
| "Chromis insolata", |
| "Chromis klunzingeri", |
| "Chromis limbata", |
| "Chromis nitida", |
| "Chromis notata", |
| "Chromis opercularis", |
| "Chromis ovalis", |
| "Chromis punctipinnis", |
| "Chromis scotochiloptera", |
| "Chromis ternatensis", |
| "Chromis verater", |
| "Chromis viridis", |
| "Chromis weberi", |
| "Chromis xanthochira", |
| "Chromis xanthura", |
| "Chrysaora fuscescens", |
| "Chrysiptera biocellata", |
| "Chrysiptera caeruleolineata", |
| "Chrysiptera cyanea", |
| "Chrysiptera glauca", |
| "Chrysiptera leucopoma", |
| "Chrysiptera oxycephala", |
| "Chrysiptera rex", |
| "Chrysiptera rollandi", |
| "Chrysiptera springeri", |
| "Chrysiptera talboti", |
| "Chrysiptera taupou", |
| "Chrysiptera unimaculata", |
| "Ciona intestinalis", |
| "Cladocora caespitosa", |
| "Cladopsammia gracilis", |
| "Clione limacina", |
| "Colpophyllia natans", |
| "Condylactis gigantea", |
| "Corallium rubrum", |
| "Corolla spectabilis", |
| "Corynactis californica", |
| "Coryphaenoides acrolepis", |
| "Coryphaenoides guentheri", |
| "Coryphaenoides pectoralis", |
| "Coryphaenoides rupestris", |
| "Cribrinopsis albopunctata", |
| "Crossaster papposus", |
| "Crucigera zygophora", |
| "Dascyllus abudafur", |
| "Dascyllus albisella", |
| "Dascyllus aruanus", |
| "Dascyllus carneus", |
| "Dascyllus reticulatus", |
| "Dascyllus trimaculatus", |
| "Dendrochirus zebra", |
| "Dendrogyra cylindrus", |
| "Dendrophyllia ramea", |
| "Diadumene lineata", |
| "Dichocoenia stokesii", |
| "Dichotella gemmacea", |
| "Diplectrum formosum", |
| "Diploastrea heliopora", |
| "Diploria labyrinthiformis", |
| "Dischistodus melanotus", |
| "Dischistodus perspicillatus", |
| "Dischistodus prosopotaenia", |
| "Dofleinia armata", |
| "Doryteuthis opalescens", |
| "Dosidicus gigas", |
| "Duncanopsammia peltata", |
| "Edwardsianthus gilbertensis", |
| "Ellisella ceratophyta", |
| "Entacmaea medusivora", |
| "Entacmaea quadricolor", |
| "Enteroctopus dofleini", |
| "Eopsetta jordani", |
| "Epiactis lisbethae", |
| "Epiactis prolifera", |
| "Epinephelides armatus", |
| "Epinephelus adscensionis", |
| "Epinephelus areolatus", |
| "Epinephelus awoara", |
| "Epinephelus bleekeri", |
| "Epinephelus coeruleopunctatus", |
| "Epinephelus coioides", |
| "Epinephelus corallicola", |
| "Epinephelus costae", |
| "Epinephelus cyanopodus", |
| "Epinephelus daemelii", |
| "Epinephelus fasciatus", |
| "Epinephelus fuscoguttatus", |
| "Epinephelus guttatus", |
| "Epinephelus hexagonatus", |
| "Epinephelus howlandi", |
| "Epinephelus itajara", |
| "Epinephelus labriformis", |
| "Epinephelus lanceolatus", |
| "Epinephelus macrospilos", |
| "Epinephelus maculatus", |
| "Epinephelus malabaricus", |
| "Epinephelus marginatus", |
| "Epinephelus merra", |
| "Epinephelus morio", |
| "Epinephelus ongus", |
| "Epinephelus polyphekadion", |
| "Epinephelus quinquefasciatus", |
| "Epinephelus quoyanus", |
| "Epinephelus rivulatus", |
| "Epinephelus spilotoceps", |
| "Epinephelus stoliczkae", |
| "Epinephelus striatus", |
| "Epinephelus tauvina", |
| "Epinephelus tukula", |
| "Epinephelus undulatostriatus", |
| "Epizoanthus couchii", |
| "Epizoanthus karenae", |
| "Epizoanthus leptoderma", |
| "Epizoanthus sabulosus", |
| "Epizoanthus scotinus", |
| "Eptatretus stoutii", |
| "Erythropodium caribaeorum", |
| "Erythropodium hicksoni", |
| "Eudistylia polymorpha", |
| "Eudistylia vancouveri", |
| "Euphyllia glabrescens", |
| "Eusmilia fastigiata", |
| "Eutonina indicans", |
| "Exaiptasia diaphana", |
| "Favia fragum", |
| "Ficopomatus enigmaticus", |
| "Filograna implexa", |
| "Fimbriaphyllia ancora", |
| "Florometra serratissima", |
| "Fungia fungites", |
| "Galeolaria caespitosa", |
| "Galeolaria gemineoa", |
| "Galeolaria hystrix", |
| "Glyptocephalus zachirus", |
| "Goniastrea pectinata", |
| "Gorgonocephalus eucnemis", |
| "Gymnothorax moringa", |
| "Haemulon album", |
| "Haemulon aurolineatum", |
| "Halcampa crypta", |
| "Halcampa decemtentaculata", |
| "Halichoeres annularis", |
| "Halichoeres argus", |
| "Halichoeres biocellatus", |
| "Halichoeres bivittatus", |
| "Halichoeres californicus", |
| "Halichoeres chloropterus", |
| "Halichoeres chrysus", |
| "Halichoeres claudia", |
| "Halichoeres cosmetus", |
| "Halichoeres dispilus", |
| "Halichoeres garnoti", |
| "Halichoeres hartzfeldii", |
| "Halichoeres hortulanus", |
| "Halichoeres leucoxanthus", |
| "Halichoeres leucurus", |
| "Halichoeres maculipinna", |
| "Halichoeres margaritaceus", |
| "Halichoeres marginatus", |
| "Halichoeres melanurus", |
| "Halichoeres melasmapomus", |
| "Halichoeres nebulosus", |
| "Halichoeres nicholsi", |
| "Halichoeres nigrescens", |
| "Halichoeres notospilus", |
| "Halichoeres ornatissimus", |
| "Halichoeres podostigma", |
| "Halichoeres poeyi", |
| "Halichoeres prosopeion", |
| "Halichoeres radiatus", |
| "Halichoeres richmondi", |
| "Halichoeres scapularis", |
| "Halichoeres semicinctus", |
| "Halichoeres solorensis", |
| "Halichoeres trimaculatus", |
| "Handactis nutrix", |
| "Harriotta raleighana", |
| "Helicolenus percoides", |
| "Heliofungia actiniformis", |
| "Heliopora coerulea", |
| "Helioseris cucullata", |
| "Hemiglyphidodon plagiometopon", |
| "Heteractis aurora", |
| "Hicksonella guishanensis", |
| "Hicksonella princeps", |
| "Hippasteria phrygiana", |
| "Holacanthus bermudensis", |
| "Holocentrus adscensionis", |
| "Hormathia coronata", |
| "Hormathia nodosa", |
| "Hormathianthus tuberculatus", |
| "Hydnophora microconos", |
| "Hydroides elegans", |
| "Hydrolagus colliei", |
| "Hypoplectrodes annulatus", |
| "Hypoplectrodes jamesoni", |
| "Hypoplectrodes maccullochi", |
| "Hypoplectrodes nigroruber", |
| "Hypsypops rubicundus", |
| "Iracundus signifer", |
| "Isaurus cliftoni", |
| "Isaurus tuberculatus", |
| "Isidella tentaculum", |
| "Isis hippuris", |
| "Isozoanthus capensis", |
| "Isozoanthus sulcatus", |
| "Junceella juncea", |
| "Katharina tunicata", |
| "Lachnolaimus maximus", |
| "Laqueus californicus", |
| "Lepidozygus tapeinosoma", |
| "Leptastrea purpurea", |
| "Leptopsammia pruvoti", |
| "Liponema brevicorne", |
| "Lithodes couesi", |
| "Lobactis scutaria", |
| "Luidia foliolata", |
| "Lutjanus analis", |
| "Lutjanus apodus", |
| "Lutjanus campechanus", |
| "Lutjanus griseus", |
| "Lutjanus guttatus", |
| "Lutjanus synagris", |
| "Luzonichthys waitei", |
| "Lyopsetta exilis", |
| "Malacanthus plumieri", |
| "Meandrina meandrites", |
| "Mediaster aequalis", |
| "Melicertum octocostatum", |
| "Merluccius productus", |
| "Metridium farcimen", |
| "Metridium senile", |
| "Microspathodon bairdii", |
| "Microspathodon chrysurus", |
| "Microspathodon dorsalis", |
| "Microstomus bathybius", |
| "Microstomus pacificus", |
| "Mirolabrichthys evansi", |
| "Mirolabrichthys pascalus", |
| "Mirolabrichthys tuka", |
| "Mitrocoma cellularia", |
| "Mobula alfredi", |
| "Mola mola", |
| "Monacanthus tuckeri", |
| "Monomyces rubrum", |
| "Montastraea cavernosa", |
| "Montipora capitata", |
| "Montipora flabellata", |
| "Mopalia porifera", |
| "Mulloidichthys dentatus", |
| "Mulloidichthys flavolineatus", |
| "Mulloidichthys martinicus", |
| "Mulloidichthys vanicolensis", |
| "Mullus surmuletus", |
| "Munida bapensis", |
| "Munidopsis curvirostra", |
| "Munidopsis polymorpha", |
| "Mussa angulosa", |
| "Mycteroperca bonaci", |
| "Mycteroperca interstitialis", |
| "Mycteroperca microlepis", |
| "Mycteroperca phenax", |
| "Myxicola", |
| "Myxicola infundibulum", |
| "Nanomia bijuga", |
| "Nemanthias bartlettorum", |
| "Nemanthias bicolor", |
| "Nemanthias dispar", |
| "Nemanthias ignitus", |
| "Nemanthus nitidus", |
| "Nemapterois biocellatus", |
| "Neochirus barberi", |
| "Neochirus brachyptera", |
| "Neoglyphidodon crossi", |
| "Neoglyphidodon melas", |
| "Neoglyphidodon nigroris", |
| "Neoglyphidodon oxyodon", |
| "Neoglyphidodon thoracotaeniatus", |
| "Neopomacentrus cyanomos", |
| "Neopomacentrus nemurus", |
| "Neopomacentrus violascens", |
| "Notaulax occidentalis", |
| "Octopus rubescens", |
| "Oculina diffusa", |
| "Ophiodon elongatus", |
| "Opistognathus aurifrons", |
| "Opistognathus darwiniensis", |
| "Opistognathus macrognathus", |
| "Opistognathus maxillosus", |
| "Opistognathus punctatus", |
| "Opistognathus randalli", |
| "Opistognathus robinsi", |
| "Opistognathus rosenblatti", |
| "Opistognathus variabilis", |
| "Opistognathus wassi", |
| "Orbicella annularis", |
| "Orbicella faveolata", |
| "Orbicella franksi", |
| "Othos dentex", |
| "Pachyseris rugosa", |
| "Pachyseris speciosa", |
| "Pagrus pagrus", |
| "Palythoa caribaeorum", |
| "Palythoa grandiflora", |
| "Palythoa heliodiscus", |
| "Palythoa mutuki", |
| "Palythoa tuberculosa", |
| "Pandalus platyceros", |
| "Pannychia moseleyi", |
| "Paragoniastrea australensis", |
| "Paragorgia arborea", |
| "Paraminabea aldersladei", |
| "Paraminabea hongkongensis", |
| "Paraminabea rubeusa", |
| "Paramontastraea peresi", |
| "Paranthias furcifer", |
| "Parapterois heterura", |
| "Parascorpaena picta", |
| "Parasphaerasclera aurea", |
| "Parasphaerasclera valdiviae", |
| "Parazoanthus axinellae", |
| "Parazoanthus elongatus", |
| "Parazoanthus swiftii", |
| "Parupeneus barberinoides", |
| "Parupeneus barberinus", |
| "Parupeneus ciliatus", |
| "Parupeneus crassilabris", |
| "Parupeneus cyclostomus", |
| "Parupeneus forsskali", |
| "Parupeneus heptacantha", |
| "Parupeneus indicus", |
| "Parupeneus insularis", |
| "Parupeneus macronemus", |
| "Parupeneus multifasciatus", |
| "Parupeneus pleurostigma", |
| "Parupeneus porphyreus", |
| "Parupeneus spilurus", |
| "Parupeneus trifasciatus", |
| "Pavona cactus", |
| "Pavona clavus", |
| "Pavona decussata", |
| "Pavona maldivensis", |
| "Pavona varians", |
| "Pavona venosa", |
| "Peachia quinquecapitata", |
| "Pennatula phosphorea", |
| "Periphylla periphylla", |
| "Perissogorgia vitrea", |
| "Phacellophora camtschatica", |
| "Phlyctenactis tuberculosa", |
| "Phronima sedentaria", |
| "Phymactis papillosa", |
| "Phymanthus crucifer", |
| "Physogyra lichtensteini", |
| "Physophora hydrostatica", |
| "Plantae detritus", |
| "Plectroglyphidodon dickii", |
| "Plectroglyphidodon fasciolatus", |
| "Plectroglyphidodon johnstonianus", |
| "Plectroglyphidodon marginatus", |
| "Plerogyra sinuosa", |
| "Pleurobranchaea californica", |
| "Pocillopora capitata", |
| "Pocillopora damicornis", |
| "Pocillopora grandis", |
| "Pocillopora meandrina", |
| "Pocillopora verrucosa", |
| "Pomacanthus arcuatus", |
| "Pomacanthus paru", |
| "Pomacentrus amboinensis", |
| "Pomacentrus auriventris", |
| "Pomacentrus bankanensis", |
| "Pomacentrus brachialis", |
| "Pomacentrus burroughi", |
| "Pomacentrus callainus", |
| "Pomacentrus coelestis", |
| "Pomacentrus lepidogenys", |
| "Pomacentrus maafu", |
| "Pomacentrus micronesicus", |
| "Pomacentrus moluccensis", |
| "Pomacentrus nagasakiensis", |
| "Pomacentrus nigromanus", |
| "Pomacentrus nigromarginatus", |
| "Pomacentrus pavo", |
| "Pomacentrus reidi", |
| "Pomacentrus simsiang", |
| "Pomacentrus spilotoceps", |
| "Pomacentrus vaiuli", |
| "Pomatostegus stellatus", |
| "Poralia rufescens", |
| "Poraniopsis inflata", |
| "Porites astreoides", |
| "Porites compressa", |
| "Porites cylindrica", |
| "Porites lobata", |
| "Porites panamensis", |
| "Porites porites", |
| "Porites rus", |
| "Priacanthus arenatus", |
| "Primnoa pacifica", |
| "Primnoa resedaeformis", |
| "Pristigenys alta", |
| "Pristipomoides aquilonaris", |
| "Protula bispiralis", |
| "Protula tubularia", |
| "Psammocora profundacella", |
| "Pseudanthias cheirospilos", |
| "Pseudanthias cooperi", |
| "Pseudanthias huchtii", |
| "Pseudanthias hypselosoma", |
| "Pseudanthias luzonensis", |
| "Pseudanthias pleurotaenia", |
| "Pseudanthias rubrizonatus", |
| "Pseudanthias squamipinnis", |
| "Pseudobranchiomma grandis", |
| "Pseudobranchiomma longa", |
| "Pseudodiploria clivosa", |
| "Pseudodiploria strigosa", |
| "Pseudupeneus maculatus", |
| "Psolus squamatus", |
| "Ptereleotris evides", |
| "Ptereleotris hanae", |
| "Ptereleotris helenae", |
| "Ptereleotris heteroptera", |
| "Ptereleotris microlepis", |
| "Ptereleotris monoptera", |
| "Ptereleotris zebra", |
| "Pteroeides argenteum", |
| "Pteroeides griseum", |
| "Pteroidichthys amboinensis", |
| "Pterois miles", |
| "Pterois russelii", |
| "Pterois volitans", |
| "Pteropterus antennatus", |
| "Pteropterus cinctus", |
| "Pteropterus radiatus", |
| "Pteropterus sphex", |
| "Ptilosarcus gurneyi", |
| "Ptilosarcus undulatus", |
| "Pycnochromis amboinensis", |
| "Pycnochromis atripes", |
| "Pycnochromis delta", |
| "Pycnochromis fieldi", |
| "Pycnochromis hanui", |
| "Pycnochromis iomelas", |
| "Pycnochromis margaritifer", |
| "Pycnochromis retrofasciatus", |
| "Pycnochromis vanderbilti", |
| "Pyronotanthias lori", |
| "Pyronotanthias smithvanizi", |
| "Pyrosoma atlanticum", |
| "Radianthus crispa", |
| "Radianthus magnifica", |
| "Rathbunaster californicus", |
| "Renilla koellikeri", |
| "Renilla reniformis", |
| "Rhinopias frondosa", |
| "Rhomboplites aurorubens", |
| "Rumphella aggregata", |
| "Rumphella torta", |
| "Sabella discifera", |
| "Sabella pavonina", |
| "Sabella spallanzanii", |
| "Sabellastarte australiensis", |
| "Sabellastarte magnifica", |
| "Sabellastarte spectabilis", |
| "Salmacina australis", |
| "Salmacina tribranchiata", |
| "Salpa fusiformis", |
| "Salpa maxima", |
| "Sarcoptilus grandis", |
| "Sarcoptilus shaneparkeri", |
| "Savalia lucifica", |
| "Savalia savaglia", |
| "Schizobranchia insignis", |
| "Scolymia cubensis", |
| "Scorpaena cardinalis", |
| "Scorpaena maderensis", |
| "Scorpaena mystes", |
| "Scorpaena notata", |
| "Scorpaena papillosa", |
| "Scorpaena plumieri", |
| "Scorpaena porcus", |
| "Scorpaena scrofa", |
| "Scorpaenodes evides", |
| "Scorpaenopsis cacopsis", |
| "Scorpaenopsis cirrosa", |
| "Scorpaenopsis diabolus", |
| "Scorpaenopsis eschmeyeri", |
| "Scorpaenopsis neglecta", |
| "Scorpaenopsis oxycephala", |
| "Scotoplanes globosa", |
| "Scytalium tentaculatum", |
| "Sebastapistes coniorta", |
| "Sebastapistes cyanostigma", |
| "Sebastes aleutianus", |
| "Sebastes atrovirens", |
| "Sebastes auriculatus", |
| "Sebastes babcocki", |
| "Sebastes brevispinis", |
| "Sebastes carnatus", |
| "Sebastes caurinus", |
| "Sebastes chlorostictus", |
| "Sebastes chrysomelas", |
| "Sebastes constellatus", |
| "Sebastes dallii", |
| "Sebastes elongatus", |
| "Sebastes entomelas", |
| "Sebastes fasciatus", |
| "Sebastes flavidus", |
| "Sebastes helvomaculatus", |
| "Sebastes hopkinsi", |
| "Sebastes maliger", |
| "Sebastes melanops", |
| "Sebastes melanostomus", |
| "Sebastes mentella", |
| "Sebastes miniatus", |
| "Sebastes mystinus", |
| "Sebastes nebulosus", |
| "Sebastes nigrocinctus", |
| "Sebastes oculatus", |
| "Sebastes paucispinis", |
| "Sebastes pinniger", |
| "Sebastes proriger", |
| "Sebastes rastrelliger", |
| "Sebastes rosaceus", |
| "Sebastes ruberrimus", |
| "Sebastes rubrivinctus", |
| "Sebastes serranoides", |
| "Sebastes serriceps", |
| "Sebastes umbrosus", |
| "Sebastiscus marmoratus", |
| "Sebastolobus alascanus", |
| "Selene vomer", |
| "Seriatopora caliendrum", |
| "Seriola dumerili", |
| "Seriola fasciata", |
| "Seriola rivoliana", |
| "Seriola zonata", |
| "Serpula columbiana", |
| "Serpula vermicularis", |
| "Serranocirrhitus latus", |
| "Serranus atricauda", |
| "Serranus baldwini", |
| "Serranus cabrilla", |
| "Serranus hepatus", |
| "Serranus papilionaceus", |
| "Serranus phoebe", |
| "Serranus psittacinus", |
| "Serranus scriba", |
| "Serranus subligarius", |
| "Serranus tabacarius", |
| "Serranus tigrinus", |
| "Serranus tortugarum", |
| "Siderastrea radians", |
| "Siderastrea siderea", |
| "Solenastrea bournoni", |
| "Solmissus incisa", |
| "Sphaerokodisis australis", |
| "Sphyraena barracuda", |
| "Sphyrna lewini", |
| "Spirobranchus", |
| "Spirobranchus cariniferus", |
| "Spirobranchus corniculatus", |
| "Spirobranchus giganteus", |
| "Spirobranchus kraussii", |
| "Spirobranchus lamarcki", |
| "Spirobranchus spinosus", |
| "Spirobranchus taeniatus", |
| "Spirobranchus triqueter", |
| "Spirorbis spirorbis", |
| "Stegastes adustus", |
| "Stegastes arcifrons", |
| "Stegastes diencaeus", |
| "Stegastes flavilatus", |
| "Stegastes lacrymatus", |
| "Stegastes leucostictus", |
| "Stegastes nigricans", |
| "Stegastes partitus", |
| "Stegastes planifrons", |
| "Stegastes rectifraenum", |
| "Stegastes xanthurus", |
| "Stenotomus caprinus", |
| "Stephanocoenia intersepta", |
| "Stichodactyla haddoni", |
| "Stichodactyla helianthus", |
| "Stichodactyla mertensii", |
| "Stichodactyla tapetum", |
| "Stichopathes spiessi", |
| "Stomphia didemon", |
| "Strongylocentrotus fragilis", |
| "Stylasterias forreri", |
| "Stylatula elongata", |
| "Stylophora pistillata", |
| "Taenianotus triacanthus", |
| "Tergivelum baldwinae", |
| "Terrazoanthus patagonichus", |
| "Tetronarce californica", |
| "Tomopteris", |
| "Tomopteris helgolandica", |
| "Trachipterus altivelis", |
| "Trachypoma macracanthus", |
| "Tripalea clavaria", |
| "Tubastraea coccinea", |
| "Tubastraea diaphana", |
| "Tubastraea micranthus", |
| "Turbinaria mesenterina", |
| "Turbinaria reniformis", |
| "Turbinaria stellulata", |
| "Umbellula lindahli", |
| "Umbellula sp. 1", |
| "Umimayanthus parasiticus", |
| "Upeneichthys lineatus", |
| "Upeneichthys porosus", |
| "Upeneichthys vlamingii", |
| "Upeneus australiae", |
| "Upeneus parvus", |
| "Upeneus taeniopterus", |
| "Upeneus tragula", |
| "Urophycis regia", |
| "Urtibrina clandestina", |
| "Urticina columbiana", |
| "Urticina grebelnyi", |
| "Urticina piscivora", |
| "Veretillum cynomorium", |
| "Xanthichthys ringens", |
| "Xenanthias longimanus", |
| "Zalophus californianus", |
| "Zebrasoma flavescens", |
| "Zoanthus gigantus", |
| "Zoanthus kuroshio", |
| "Zoanthus pulchellus", |
| "Zoanthus robustus", |
| "Zoanthus sansibaricus", |
| "Zoanthus vietnamensis" |
| ], |
| "dropped_train_labels": [ |
| "Acanthascinae sp. 2", |
| "Acanthascus dowlingi", |
| "Acromegalomma coloratum", |
| "Acromegalomma lanigerum", |
| "Acromegalomma suspiciens", |
| "Acromegalomma vesiculosum", |
| "Acropora austera", |
| "Actinernus", |
| "Actinernus robustus", |
| "Actinostella", |
| "Aegina", |
| "Aegina citrea", |
| "Aegla", |
| "Aegla abtao", |
| "Aegla alacalufi", |
| "Aegla araucaniensis", |
| "Aegla bahamondei", |
| "Aegla brevipalma", |
| "Aegla denticulata", |
| "Aegla franca", |
| "Aegla jaragua", |
| "Aegla jarai", |
| "Aegla laevis", |
| "Aegla marginata", |
| "Aegla nebeccana", |
| "Aegla neuquensis", |
| "Aegla odebrechtii", |
| "Aegla papudo", |
| "Aegla parana", |
| "Aegla parva", |
| "Aegla paulensis", |
| "Aegla perobae", |
| "Aegla platensis", |
| "Aegla rossiana", |
| "Aegla schmitii", |
| "Aegla septentrionalis", |
| "Aegla singularis", |
| "Aegla spinipalma", |
| "Aegla talcahuano", |
| "Aegla tamanduatei", |
| "Amphiprion sebae", |
| "Anotopterus nikparini", |
| "Anthopleura", |
| "Anthoptilum grandiflorum", |
| "Antipathozoanthus macaronesicus", |
| "Apogon pacificus", |
| "Aporocidaris milleri", |
| "Arctomelon stearnsii", |
| "Arthrogorgia utinomii", |
| "Astreopora", |
| "Atolla vanhoeffeni", |
| "Balticina finmarchica", |
| "Bargmannia elongata", |
| "Bathyraja kincaidii", |
| "Bathyraja microtrachys", |
| "Bathyraja spinosissima", |
| "Bathysaurus mollis", |
| "Beroe gracilis", |
| "Bispira pacifica", |
| "Bispira polyomma", |
| "Bothrocara brunneum", |
| "Briareum hamrum", |
| "Briareum stechei", |
| "Bunodactis chrysobathys", |
| "Carcharhinus", |
| "Carcharhinus cerdale", |
| "Carcharhinus porosus", |
| "Careproctus kamikawai", |
| "Careproctus melanurus", |
| "Caulolatilus chrysops", |
| "Caulolatilus cyanops", |
| "Cavernularia obesa", |
| "Cavernularia pusilla", |
| "Centropristis ocyurus", |
| "Cerataspis monstrosus", |
| "Chiroteuthis calyx", |
| "Chromis albicauda", |
| "Chromis alta", |
| "Chromis cinerascens", |
| "Chromis norfolkensis", |
| "Chromis pembae", |
| "Chromis randalli", |
| "Chromis scotti", |
| "Chromis woodsi", |
| "Chrysopathes speciosa", |
| "Circeis spirillum", |
| "Cladopsammia manuelensis", |
| "Clio pyramidata", |
| "Compsanthias hawaiiensis", |
| "Corallimorphus pilatus", |
| "Coryphaenoides armatus", |
| "Coryphaenoides brevibarbis", |
| "Coryphaenoides cinereus", |
| "Coryphaenoides delsolari", |
| "Coryphaenoides dossenus", |
| "Coryphaenoides filifer", |
| "Coryphaenoides rudis", |
| "Coryphaenoides serrulatus", |
| "Coryphaenoides subserrulatus", |
| "Coscinaraea monile", |
| "Crossaster borealis", |
| "Ctenactis", |
| "Ctenocella pectinata", |
| "Danafungia", |
| "Decodon puellaris", |
| "Dermatolepis inermis", |
| "Edwardsianthus sapphirus", |
| "Ellisella dollfusi", |
| "Ellisella paraplexauroides", |
| "Ellisella plexauroides", |
| "Epiactis ritteri", |
| "Epinephelus", |
| "Epinephelus aeneus", |
| "Epinephelus erythrurus", |
| "Epinephelus insularis", |
| "Epinephelus multinotatus", |
| "Epinephelus randalli", |
| "Epinephelus summana", |
| "Epizoanthus arenaceus", |
| "Epizoanthus papillosus", |
| "Erenna laciniata", |
| "Erythropodium", |
| "Eualus macrophthalmus", |
| "Eualus suckleyi", |
| "Eusergestes similis", |
| "Farrea", |
| "Farrea occa", |
| "Farrea omniclavata", |
| "Fimbriaphyllia divisa", |
| "Forskalia formosa", |
| "Funiculina quadrangularis", |
| "Gersemia juliepackardae", |
| "Gonioplectrus hispanus", |
| "Goniopora", |
| "Goniopora lobata", |
| "Gymnothorax saxicola", |
| "Halichoeres bathyphilus", |
| "Halichoeres binotopsis", |
| "Halichoeres chrysotaenia", |
| "Halichoeres cyanocephalus", |
| "Halichoeres papilionaceus", |
| "Heliofungia fralinae", |
| "Heterochone calyx", |
| "Heteropolypus ritteri", |
| "Hicksonella expansa", |
| "Hippasteria californica", |
| "Hippasteria heathi", |
| "Homophyton verrucosum", |
| "Hormathia digitata", |
| "Hormiphora californensis", |
| "Hydrolagus melanophasma", |
| "Hypoplectrodes", |
| "Hyporthodus flavolimbatus", |
| "Hypsicomus stichophthalmos", |
| "Isosicyonis alba", |
| "Junceella fragilis", |
| "Keratoisis grayi", |
| "Lampocteis cruentiventer", |
| "Leachia danae", |
| "Lobophyllia recta", |
| "Lobophyllia valenciennesii", |
| "Lophaster furcilliger", |
| "Lutjanus vivanus", |
| "Luzonichthys whitleyi", |
| "Lycodes diapterus", |
| "Montipora", |
| "Mulloidichthys mimicus", |
| "Mullus", |
| "Munidopsis alvisca", |
| "Munidopsis andamanica", |
| "Munidopsis bispinoculata", |
| "Munnopsis typica", |
| "Mycedium robokaki", |
| "Mycetophyllia aliciae", |
| "Notaulax nudicollis", |
| "Oculina patagonica", |
| "Onykia robusta", |
| "Ophichthus puncticeps", |
| "Opistognathus", |
| "Opistognathus cyanospilotus", |
| "Opistognathus dendriticus", |
| "Opistognathus eximius", |
| "Opistognathus galapagensis", |
| "Opistognathus gilberti", |
| "Opistognathus inornatus", |
| "Opistognathus jacksoniensis", |
| "Opistognathus latitabundus", |
| "Opistognathus lonchurus", |
| "Opistognathus panamaensis", |
| "Opistognathus papuensis", |
| "Opistognathus reticulatus", |
| "Opistognathus rhomaleus", |
| "Opistognathus seminudus", |
| "Opistognathus solorensis", |
| "Opistognathus whitehursti", |
| "Paelopatides confundens", |
| "Palythoa grandis", |
| "Paradexiospira vitrea", |
| "Paragorgia pacifica", |
| "Paragorgia stephencairnsi", |
| "Paralomis multispina", |
| "Paralomis verrilli", |
| "Paraminabea acronocephala", |
| "Parastenella gymnogaster", |
| "Parastenella ramosa", |
| "Parazoanthus anguicomus", |
| "Parazoanthus capensis", |
| "Pareques umbrosus", |
| "Parupeneus margaritatus", |
| "Pavona chiriquiensis", |
| "Peniagone japonica", |
| "Pennatula aculeata", |
| "Pennatula phosphorea californica", |
| "Platygyra", |
| "Plumarella longispina", |
| "Plumarella penna", |
| "Poeobius meseres", |
| "Pomacentrus smithi", |
| "Pontinus furcirhinus", |
| "Porites", |
| "Porites branneri", |
| "Primnoella antarctica", |
| "Primnoella australasiae", |
| "Primnoella chilensis", |
| "Pristipomoides argyrogrammicus", |
| "Pristipomoides auricilla", |
| "Pristipomoides filamentosus", |
| "Pristipomoides flavipinnis", |
| "Pristipomoides freemani", |
| "Pristipomoides macrophthalmus", |
| "Pristipomoides multidens", |
| "Pristipomoides sieboldii", |
| "Pristipomoides zonatus", |
| "Prognathodes aya", |
| "Protolaeospira tricostalis", |
| "Psathyrometra fragilis", |
| "Pseudanthias engelhardi", |
| "Pseudanthias fasciatus", |
| "Pseudanthias nobilis", |
| "Pseudanthias olivaceus", |
| "Pseudanthias randalli", |
| "Pseudanthias taeniatus", |
| "Pseudanthias thompsoni", |
| "Pseudopotamilla occelata", |
| "Pseudopotamilla reniformis", |
| "Psychrolutes phrictus", |
| "Psychropotes sp. 1", |
| "Ptereleotris calliura", |
| "Ptereleotris rubristigma", |
| "Pterois lunulata", |
| "Pteropterus paucispinula", |
| "Ptilella grandis", |
| "Ptychogastria polaris", |
| "Ptychogena lactea", |
| "Pycnochromis caudalis", |
| "Renilla amethystina", |
| "Riftia pachyptila", |
| "Sacura margaritacea", |
| "Sarcodictyon catenatum", |
| "Savalia", |
| "Sclerobelemnon burgeri", |
| "Scorpaena", |
| "Scorpaena sonorae", |
| "Scorpaenodes parvipinnis", |
| "Scorpaenopsis", |
| "Scorpaenopsis barbata", |
| "Scorpaenopsis brevifrons", |
| "Scorpaenopsis gibbosa", |
| "Scorpaenopsis possi", |
| "Sebastapistes ballieui", |
| "Sebastapistes fowleri", |
| "Sebastapistes strongia", |
| "Sebastes", |
| "Sebastes borealis", |
| "Sebastes capensis", |
| "Sebastes cheni", |
| "Sebastes diaconus", |
| "Sebastes emphaeus", |
| "Sebastes ensifer", |
| "Sebastes goodei", |
| "Sebastes inermis", |
| "Sebastes melanostictus", |
| "Sebastes norvegicus", |
| "Sebastes ovalis", |
| "Sebastes pachycephalus", |
| "Sebastes rufus", |
| "Sebastes saxicola", |
| "Sebastes variabilis", |
| "Sebastes ventricosus", |
| "Sebastes viviparus", |
| "Sebastes wilsoni", |
| "Sebastolobus altivelis", |
| "Sebastolobus macrochir", |
| "Seriatopora", |
| "Serranus annularis", |
| "Serranus atrobranchus", |
| "Serranus flaviventris", |
| "Serranus tico", |
| "Siderastrea savignyana", |
| "Solmissus", |
| "Solmissus albescens", |
| "Solmissus bleekii", |
| "Solmissus marshalli", |
| "Sphenopus marsupialis", |
| "Spirorbinae", |
| "Stegastes", |
| "Stephanogorgia diomedea", |
| "Stiracolpus symmetricus", |
| "Tiburonia granrojo", |
| "Tomopteris cavalli", |
| "Tomopteris pacifica", |
| "Tomopteris septentrionalis", |
| "Tritonia tetraquetra", |
| "Upeneus japonicus", |
| "Upeneus luzonius", |
| "Upeneus vittatus", |
| "Vampyroteuthis infernalis", |
| "Virgularia mirabilis", |
| "Virgularia schultzei", |
| "Zibrowius", |
| "Zoanthus sociatus" |
| ], |
| "lora_config": { |
| "rank": 32, |
| "alpha": 64.0, |
| "target_blocks": null, |
| "targets": [ |
| "q", |
| "k", |
| "v", |
| "o", |
| "mlp_fc", |
| "mlp_proj" |
| ], |
| "dropout": 0.05 |
| }, |
| "lora_param_count": 14155776, |
| "head_training": { |
| "best_val_loss": 2.294847, |
| "best_val_accuracy": 0.892987, |
| "epochs_trained": 20 |
| }, |
| "temperature": 0.675259, |
| "threshold_selection_target_precision": 0.98, |
| "selected_threshold_summary": { |
| "probability_threshold": 0.95, |
| "margin_threshold": 0.0, |
| "centroid_threshold": 0.6, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 15739, |
| "fallback_known": 7062, |
| "correct_accepted": 15429, |
| "wrong_accepted_known": 310, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.690277, |
| "known_coverage": 0.676681, |
| "known_fallback_rate": 0.309723, |
| "wrong_accept_rate_known": 0.013596, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.980304, |
| "top1_known_accuracy": 0.892329 |
| }, |
| "threshold_leaderboard": [ |
| { |
| "probability_threshold": 0.95, |
| "margin_threshold": 0.0, |
| "centroid_threshold": 0.6, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 15739, |
| "fallback_known": 7062, |
| "correct_accepted": 15429, |
| "wrong_accepted_known": 310, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.690277, |
| "known_coverage": 0.676681, |
| "known_fallback_rate": 0.309723, |
| "wrong_accept_rate_known": 0.013596, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.980304, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.95, |
| "margin_threshold": 0.02, |
| "centroid_threshold": 0.6, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 15739, |
| "fallback_known": 7062, |
| "correct_accepted": 15429, |
| "wrong_accepted_known": 310, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.690277, |
| "known_coverage": 0.676681, |
| "known_fallback_rate": 0.309723, |
| "wrong_accept_rate_known": 0.013596, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.980304, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.95, |
| "margin_threshold": 0.05, |
| "centroid_threshold": 0.6, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 15739, |
| "fallback_known": 7062, |
| "correct_accepted": 15429, |
| "wrong_accepted_known": 310, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.690277, |
| "known_coverage": 0.676681, |
| "known_fallback_rate": 0.309723, |
| "wrong_accept_rate_known": 0.013596, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.980304, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.95, |
| "margin_threshold": 0.08, |
| "centroid_threshold": 0.6, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 15739, |
| "fallback_known": 7062, |
| "correct_accepted": 15429, |
| "wrong_accepted_known": 310, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.690277, |
| "known_coverage": 0.676681, |
| "known_fallback_rate": 0.309723, |
| "wrong_accept_rate_known": 0.013596, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.980304, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.95, |
| "margin_threshold": 0.1, |
| "centroid_threshold": 0.6, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 15739, |
| "fallback_known": 7062, |
| "correct_accepted": 15429, |
| "wrong_accepted_known": 310, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.690277, |
| "known_coverage": 0.676681, |
| "known_fallback_rate": 0.309723, |
| "wrong_accept_rate_known": 0.013596, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.980304, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.95, |
| "margin_threshold": 0.15, |
| "centroid_threshold": 0.6, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 15739, |
| "fallback_known": 7062, |
| "correct_accepted": 15429, |
| "wrong_accepted_known": 310, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.690277, |
| "known_coverage": 0.676681, |
| "known_fallback_rate": 0.309723, |
| "wrong_accept_rate_known": 0.013596, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.980304, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.95, |
| "margin_threshold": 0.2, |
| "centroid_threshold": 0.6, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 15739, |
| "fallback_known": 7062, |
| "correct_accepted": 15429, |
| "wrong_accepted_known": 310, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.690277, |
| "known_coverage": 0.676681, |
| "known_fallback_rate": 0.309723, |
| "wrong_accept_rate_known": 0.013596, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.980304, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.95, |
| "margin_threshold": 0.25, |
| "centroid_threshold": 0.6, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 15739, |
| "fallback_known": 7062, |
| "correct_accepted": 15429, |
| "wrong_accepted_known": 310, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.690277, |
| "known_coverage": 0.676681, |
| "known_fallback_rate": 0.309723, |
| "wrong_accept_rate_known": 0.013596, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.980304, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.95, |
| "margin_threshold": 0.0, |
| "centroid_threshold": 0.7, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 15114, |
| "fallback_known": 7687, |
| "correct_accepted": 14853, |
| "wrong_accepted_known": 261, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.662866, |
| "known_coverage": 0.651419, |
| "known_fallback_rate": 0.337134, |
| "wrong_accept_rate_known": 0.011447, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.982731, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.95, |
| "margin_threshold": 0.02, |
| "centroid_threshold": 0.7, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 15114, |
| "fallback_known": 7687, |
| "correct_accepted": 14853, |
| "wrong_accepted_known": 261, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.662866, |
| "known_coverage": 0.651419, |
| "known_fallback_rate": 0.337134, |
| "wrong_accept_rate_known": 0.011447, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.982731, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.95, |
| "margin_threshold": 0.05, |
| "centroid_threshold": 0.7, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 15114, |
| "fallback_known": 7687, |
| "correct_accepted": 14853, |
| "wrong_accepted_known": 261, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.662866, |
| "known_coverage": 0.651419, |
| "known_fallback_rate": 0.337134, |
| "wrong_accept_rate_known": 0.011447, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.982731, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.95, |
| "margin_threshold": 0.08, |
| "centroid_threshold": 0.7, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 15114, |
| "fallback_known": 7687, |
| "correct_accepted": 14853, |
| "wrong_accepted_known": 261, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.662866, |
| "known_coverage": 0.651419, |
| "known_fallback_rate": 0.337134, |
| "wrong_accept_rate_known": 0.011447, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.982731, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.95, |
| "margin_threshold": 0.1, |
| "centroid_threshold": 0.7, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 15114, |
| "fallback_known": 7687, |
| "correct_accepted": 14853, |
| "wrong_accepted_known": 261, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.662866, |
| "known_coverage": 0.651419, |
| "known_fallback_rate": 0.337134, |
| "wrong_accept_rate_known": 0.011447, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.982731, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.95, |
| "margin_threshold": 0.15, |
| "centroid_threshold": 0.7, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 15114, |
| "fallback_known": 7687, |
| "correct_accepted": 14853, |
| "wrong_accepted_known": 261, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.662866, |
| "known_coverage": 0.651419, |
| "known_fallback_rate": 0.337134, |
| "wrong_accept_rate_known": 0.011447, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.982731, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.95, |
| "margin_threshold": 0.2, |
| "centroid_threshold": 0.7, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 15114, |
| "fallback_known": 7687, |
| "correct_accepted": 14853, |
| "wrong_accepted_known": 261, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.662866, |
| "known_coverage": 0.651419, |
| "known_fallback_rate": 0.337134, |
| "wrong_accept_rate_known": 0.011447, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.982731, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.95, |
| "margin_threshold": 0.25, |
| "centroid_threshold": 0.7, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 15114, |
| "fallback_known": 7687, |
| "correct_accepted": 14853, |
| "wrong_accepted_known": 261, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.662866, |
| "known_coverage": 0.651419, |
| "known_fallback_rate": 0.337134, |
| "wrong_accept_rate_known": 0.011447, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.982731, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.85, |
| "margin_threshold": 0.0, |
| "centroid_threshold": 0.8, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 14293, |
| "fallback_known": 8508, |
| "correct_accepted": 14020, |
| "wrong_accepted_known": 273, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.626858, |
| "known_coverage": 0.614885, |
| "known_fallback_rate": 0.373142, |
| "wrong_accept_rate_known": 0.011973, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.9809, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.85, |
| "margin_threshold": 0.02, |
| "centroid_threshold": 0.8, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 14293, |
| "fallback_known": 8508, |
| "correct_accepted": 14020, |
| "wrong_accepted_known": 273, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.626858, |
| "known_coverage": 0.614885, |
| "known_fallback_rate": 0.373142, |
| "wrong_accept_rate_known": 0.011973, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.9809, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.85, |
| "margin_threshold": 0.05, |
| "centroid_threshold": 0.8, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 14293, |
| "fallback_known": 8508, |
| "correct_accepted": 14020, |
| "wrong_accepted_known": 273, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.626858, |
| "known_coverage": 0.614885, |
| "known_fallback_rate": 0.373142, |
| "wrong_accept_rate_known": 0.011973, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.9809, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.85, |
| "margin_threshold": 0.08, |
| "centroid_threshold": 0.8, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 14293, |
| "fallback_known": 8508, |
| "correct_accepted": 14020, |
| "wrong_accepted_known": 273, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.626858, |
| "known_coverage": 0.614885, |
| "known_fallback_rate": 0.373142, |
| "wrong_accept_rate_known": 0.011973, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.9809, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.85, |
| "margin_threshold": 0.1, |
| "centroid_threshold": 0.8, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 14293, |
| "fallback_known": 8508, |
| "correct_accepted": 14020, |
| "wrong_accepted_known": 273, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.626858, |
| "known_coverage": 0.614885, |
| "known_fallback_rate": 0.373142, |
| "wrong_accept_rate_known": 0.011973, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.9809, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.85, |
| "margin_threshold": 0.15, |
| "centroid_threshold": 0.8, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 14293, |
| "fallback_known": 8508, |
| "correct_accepted": 14020, |
| "wrong_accepted_known": 273, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.626858, |
| "known_coverage": 0.614885, |
| "known_fallback_rate": 0.373142, |
| "wrong_accept_rate_known": 0.011973, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.9809, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.85, |
| "margin_threshold": 0.2, |
| "centroid_threshold": 0.8, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 14293, |
| "fallback_known": 8508, |
| "correct_accepted": 14020, |
| "wrong_accepted_known": 273, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.626858, |
| "known_coverage": 0.614885, |
| "known_fallback_rate": 0.373142, |
| "wrong_accept_rate_known": 0.011973, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.9809, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.85, |
| "margin_threshold": 0.25, |
| "centroid_threshold": 0.8, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 14293, |
| "fallback_known": 8508, |
| "correct_accepted": 14020, |
| "wrong_accepted_known": 273, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.626858, |
| "known_coverage": 0.614885, |
| "known_fallback_rate": 0.373142, |
| "wrong_accept_rate_known": 0.011973, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.9809, |
| "top1_known_accuracy": 0.892329 |
| }, |
| { |
| "probability_threshold": 0.9, |
| "margin_threshold": 0.0, |
| "centroid_threshold": 0.8, |
| "known_total": 22801, |
| "unknown_total": 0, |
| "accepted_known": 14025, |
| "fallback_known": 8776, |
| "correct_accepted": 13799, |
| "wrong_accepted_known": 226, |
| "unknown_accepted": 0, |
| "known_accept_rate": 0.615105, |
| "known_coverage": 0.605193, |
| "known_fallback_rate": 0.384895, |
| "wrong_accept_rate_known": 0.009912, |
| "unknown_accept_rate": 0.0, |
| "precision_when_accepted": 0.983886, |
| "top1_known_accuracy": 0.892329 |
| } |
| ], |
| "final_val_top1": 0.892329 |
| } |
| } |