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--- |
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license: apache-2.0 |
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metrics: |
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- accuracy |
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- f1 |
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--- |
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Returns mushroom type given an image. |
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See https://www.kaggle.com/code/dima806/mushrooms-image-detection-vit for more details. |
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``` |
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Classification report: |
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precision recall f1-score support |
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Urnula craterium 0.9861 0.9709 0.9784 584 |
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Leccinum albostipitatum 0.7789 0.8870 0.8295 584 |
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Lactarius deliciosus 0.9245 0.7551 0.8313 584 |
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Clitocybe nebularis 0.9477 0.9315 0.9396 584 |
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Hypholoma fasciculare 0.8954 0.7329 0.8060 584 |
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Lactarius torminosus 0.8300 0.9195 0.8725 584 |
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Lycoperdon perlatum 0.9418 0.9692 0.9553 584 |
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Verpa bohemica 0.9948 0.9914 0.9931 584 |
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Schizophyllum commune 0.8908 0.9794 0.9330 583 |
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Leccinum aurantiacum 0.6299 0.5274 0.5741 584 |
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Phellinus igniarius 0.8514 0.8339 0.8426 584 |
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Suillus luteus 0.7542 0.3105 0.4399 583 |
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Coltricia perennis 0.9712 0.9247 0.9474 584 |
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Cetraria islandica 0.9863 0.9863 0.9863 584 |
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Amanita muscaria 0.9678 0.9777 0.9727 584 |
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Pholiota aurivella 0.9229 0.9435 0.9331 584 |
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Trichaptum biforme 0.8301 0.8714 0.8502 583 |
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Artomyces pyxidatus 1.0000 0.9983 0.9991 584 |
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Calocera viscosa 1.0000 0.9983 0.9991 584 |
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Sarcosoma globosum 0.9592 0.9658 0.9625 584 |
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Evernia prunastri 0.8209 0.8870 0.8527 584 |
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Laetiporus sulphureus 0.9595 0.9726 0.9660 584 |
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Lobaria pulmonaria 0.9563 0.9743 0.9652 584 |
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Bjerkandera adusta 0.8187 0.8130 0.8158 583 |
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Vulpicida pinastri 0.9666 0.9914 0.9788 583 |
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Imleria badia 0.7430 0.7226 0.7326 584 |
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Evernia mesomorpha 0.9072 0.9057 0.9064 583 |
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Physcia adscendens 0.7900 0.7860 0.7880 584 |
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Coprinellus micaceus 0.8919 0.8919 0.8919 583 |
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Armillaria borealis 0.9414 0.4675 0.6247 584 |
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Trametes ochracea 0.7947 0.5634 0.6593 584 |
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Cantharellus cibarius 0.8896 0.9658 0.9261 584 |
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Pseudevernia furfuracea 0.8879 0.8271 0.8564 584 |
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Tremella mesenterica 0.9845 0.9795 0.9820 584 |
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Gyromitra infula 0.9620 0.9538 0.9579 584 |
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Leccinum versipelle 0.7403 0.6884 0.7134 584 |
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Mutinus ravenelii 0.9983 1.0000 0.9991 584 |
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Pholiota squarrosa 0.7775 0.9332 0.8482 584 |
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Amanita rubescens 0.8494 0.9091 0.8782 583 |
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Amanita pantherina 0.9407 0.8699 0.9039 584 |
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Sarcoscypha austriaca 0.9965 0.9897 0.9931 583 |
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Boletus edulis 0.5277 0.9485 0.6781 583 |
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Coprinus comatus 0.9338 0.9897 0.9609 584 |
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Merulius tremellosus 0.8290 0.9400 0.8810 583 |
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Stropharia aeruginosa 0.9731 0.9914 0.9822 583 |
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Cladonia fimbriata 0.9579 0.9743 0.9660 584 |
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Suillus grevillei 0.9207 0.2586 0.4037 584 |
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Apioperdon pyriforme 0.9048 0.9435 0.9237 584 |
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Cerioporus squamosus 0.9387 0.9709 0.9545 584 |
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Leccinum scabrum 0.6923 0.9247 0.7918 584 |
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Rhytisma acerinum 0.9932 0.9966 0.9949 584 |
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Hypholoma lateritium 0.7899 0.9075 0.8446 584 |
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Flammulina velutipes 0.8756 0.8921 0.8838 584 |
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Tricholomopsis rutilans 0.9185 0.7736 0.8399 583 |
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Coprinopsis atramentaria 0.9217 0.9075 0.9146 584 |
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Trametes versicolor 0.8134 0.9194 0.8631 583 |
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Graphis scripta 0.9779 0.9829 0.9804 584 |
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Ganoderma applanatum 0.9294 0.9469 0.9381 584 |
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Phellinus tremulae 0.9223 0.8353 0.8767 583 |
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Peltigera aphthosa 0.9746 0.9846 0.9796 584 |
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Parmelia sulcata 0.8856 0.9297 0.9071 583 |
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Fomitopsis betulina 0.8107 0.9606 0.8793 584 |
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Pleurotus pulmonarius 0.8918 0.8902 0.8910 583 |
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Fomitopsis pinicola 0.9225 0.9777 0.9493 584 |
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Daedaleopsis confragosa 0.7115 0.8784 0.7862 584 |
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Hericium coralloides 0.9965 0.9897 0.9931 583 |
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Trametes hirsuta 0.8563 0.7667 0.8090 583 |
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Coprinellus disseminatus 0.9406 0.9503 0.9454 583 |
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Kuehneromyces mutabilis 0.7233 0.9178 0.8091 584 |
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Pleurotus ostreatus 0.6641 0.8870 0.7595 584 |
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Phlebia radiata 0.9527 0.9315 0.9420 584 |
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Boletus reticulatus 1.0000 0.0223 0.0436 584 |
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Phallus impudicus 0.9964 0.9555 0.9755 584 |
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Macrolepiota procera 0.9714 0.9897 0.9805 584 |
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Fomes fomentarius 0.9025 0.9365 0.9192 583 |
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Suillus granulatus 0.4131 0.9315 0.5723 584 |
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Gyromitra esculenta 0.9321 0.9401 0.9361 584 |
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Xanthoria parietina 0.9603 0.9554 0.9579 583 |
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Nectria cinnabarina 0.9792 0.9675 0.9733 584 |
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Sarcomyxa serotina 0.9649 0.2825 0.4371 584 |
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Inonotus obliquus 0.9522 0.9914 0.9714 583 |
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Panellus stipticus 0.8772 0.7825 0.8271 584 |
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Hypogymnia physodes 0.8489 0.9348 0.8898 583 |
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Hygrophoropsis aurantiaca 0.9174 0.8938 0.9055 584 |
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Cladonia rangiferina 0.9502 0.8818 0.9147 584 |
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Platismatia glauca 0.9413 0.9332 0.9372 584 |
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Calycina citrina 0.9525 0.9966 0.9741 584 |
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Cladonia stellaris 0.9173 0.9692 0.9425 584 |
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Amanita citrina 0.9215 0.9863 0.9528 583 |
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Lepista nuda 0.9628 0.9760 0.9694 584 |
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Gyromitra gigas 0.9672 0.9589 0.9630 584 |
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Crucibulum laeve 0.9114 0.9708 0.9402 583 |
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Daedaleopsis tricolor 0.9275 0.7449 0.8262 584 |
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Stereum hirsutum 0.8534 0.8491 0.8512 583 |
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Paxillus involutus 0.7054 0.9160 0.7970 583 |
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Lactarius turpis 0.9161 0.8596 0.8869 584 |
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Chlorociboria aeruginascens 1.0000 0.9846 0.9922 583 |
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Chondrostereum purpureum 0.9451 0.8836 0.9133 584 |
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Phaeophyscia orbicularis 0.9157 0.7822 0.8437 583 |
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Peltigera praetextata 0.9790 0.9589 0.9689 584 |
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accuracy 0.8797 58370 |
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macro avg 0.8931 0.8797 0.8728 58370 |
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weighted avg 0.8931 0.8797 0.8728 58370 |
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``` |
