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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 0.9718 0.9884 0.9800 2334 |
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Leccinum albostipitatum 0.7707 0.9071 0.8334 2335 |
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Lactarius deliciosus 0.9273 0.8253 0.8733 2335 |
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Clitocybe nebularis 0.9427 0.9452 0.9439 2334 |
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Hypholoma fasciculare 0.9010 0.8030 0.8492 2335 |
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Lactarius torminosus 0.8876 0.9268 0.9068 2335 |
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Lycoperdon perlatum 0.9582 0.9623 0.9603 2335 |
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Verpa bohemica 0.9936 0.9961 0.9949 2335 |
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Schizophyllum commune 0.9296 0.9666 0.9477 2335 |
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Leccinum aurantiacum 0.7042 0.4822 0.5724 2335 |
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Phellinus igniarius 0.8552 0.8398 0.8475 2335 |
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Suillus luteus 0.7131 0.3246 0.4461 2335 |
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Coltricia perennis 0.9767 0.9315 0.9535 2335 |
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Cetraria islandica 0.9872 0.9906 0.9889 2335 |
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Amanita muscaria 0.9930 0.9786 0.9858 2335 |
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Pholiota aurivella 0.9279 0.9490 0.9384 2334 |
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Trichaptum biforme 0.8817 0.8647 0.8731 2335 |
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Artomyces pyxidatus 0.9996 0.9957 0.9976 2335 |
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Calocera viscosa 1.0000 0.9983 0.9991 2334 |
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Sarcosoma globosum 0.9805 0.9683 0.9744 2335 |
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Evernia prunastri 0.8305 0.8835 0.8562 2335 |
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Laetiporus sulphureus 0.9576 0.9769 0.9671 2335 |
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Lobaria pulmonaria 0.9700 0.9833 0.9766 2335 |
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Bjerkandera adusta 0.8617 0.7927 0.8258 2335 |
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Vulpicida pinastri 0.9767 0.9867 0.9817 2335 |
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Imleria badia 0.7607 0.8295 0.7936 2334 |
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Evernia mesomorpha 0.9088 0.9049 0.9069 2335 |
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Physcia adscendens 0.8699 0.7931 0.8297 2335 |
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Coprinellus micaceus 0.9055 0.8942 0.8998 2335 |
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Armillaria borealis 0.9276 0.6094 0.7356 2335 |
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Trametes ochracea 0.7787 0.6587 0.7137 2335 |
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Cantharellus cibarius 0.8939 0.9709 0.9308 2335 |
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Pseudevernia furfuracea 0.8862 0.8403 0.8626 2335 |
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Tremella mesenterica 0.9944 0.9944 0.9944 2335 |
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Gyromitra infula 0.9681 0.9482 0.9580 2334 |
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Leccinum versipelle 0.7412 0.7863 0.7631 2335 |
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Mutinus ravenelii 0.9970 1.0000 0.9985 2335 |
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Pholiota squarrosa 0.8288 0.9268 0.8751 2335 |
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Amanita rubescens 0.8573 0.9083 0.8820 2334 |
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Amanita pantherina 0.9326 0.8595 0.8946 2335 |
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Sarcoscypha austriaca 0.9957 0.9919 0.9938 2334 |
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Boletus edulis 0.5838 0.9456 0.7219 2335 |
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Coprinus comatus 0.9649 0.9889 0.9767 2335 |
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Merulius tremellosus 0.8662 0.9267 0.8955 2334 |
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Stropharia aeruginosa 0.9841 0.9816 0.9828 2335 |
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Cladonia fimbriata 0.9587 0.9833 0.9708 2335 |
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Suillus grevillei 0.9108 0.4767 0.6258 2335 |
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Apioperdon pyriforme 0.9079 0.9546 0.9307 2335 |
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Cerioporus squamosus 0.9361 0.9726 0.9540 2334 |
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Leccinum scabrum 0.7393 0.9036 0.8133 2335 |
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Rhytisma acerinum 0.9996 0.9953 0.9974 2335 |
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Hypholoma lateritium 0.8489 0.9122 0.8794 2335 |
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Flammulina velutipes 0.8831 0.9062 0.8945 2335 |
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Tricholomopsis rutilans 0.9455 0.8552 0.8981 2335 |
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Coprinopsis atramentaria 0.9215 0.9345 0.9279 2335 |
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Trametes versicolor 0.8257 0.8985 0.8605 2335 |
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Graphis scripta 0.9772 0.9901 0.9836 2335 |
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Ganoderma applanatum 0.9168 0.9529 0.9345 2335 |
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Phellinus tremulae 0.9129 0.8668 0.8893 2335 |
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Peltigera aphthosa 0.9858 0.9816 0.9837 2335 |
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Parmelia sulcata 0.8939 0.9272 0.9102 2335 |
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Fomitopsis betulina 0.8706 0.9542 0.9105 2334 |
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Pleurotus pulmonarius 0.8788 0.8942 0.8864 2335 |
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Fomitopsis pinicola 0.9464 0.9679 0.9570 2335 |
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Daedaleopsis confragosa 0.7503 0.8432 0.7940 2334 |
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Hericium coralloides 0.9927 0.9901 0.9914 2334 |
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Trametes hirsuta 0.8359 0.8574 0.8465 2335 |
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Coprinellus disseminatus 0.9360 0.9452 0.9405 2335 |
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Kuehneromyces mutabilis 0.7611 0.9263 0.8356 2335 |
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Pleurotus ostreatus 0.6983 0.8921 0.7834 2335 |
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Phlebia radiata 0.9673 0.9627 0.9650 2335 |
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Boletus reticulatus 0.9335 0.2223 0.3590 2335 |
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Phallus impudicus 0.9960 0.9593 0.9773 2335 |
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Macrolepiota procera 0.9743 0.9919 0.9830 2335 |
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Fomes fomentarius 0.9151 0.9370 0.9259 2334 |
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Suillus granulatus 0.4809 0.9237 0.6325 2334 |
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Gyromitra esculenta 0.9364 0.9465 0.9414 2335 |
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Xanthoria parietina 0.9531 0.9657 0.9594 2334 |
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Nectria cinnabarina 0.9891 0.9747 0.9819 2334 |
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Sarcomyxa serotina 0.9498 0.3974 0.5604 2335 |
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Inonotus obliquus 0.9533 0.9974 0.9749 2334 |
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Panellus stipticus 0.8922 0.8364 0.8634 2335 |
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Hypogymnia physodes 0.8709 0.9392 0.9038 2335 |
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Hygrophoropsis aurantiaca 0.9216 0.9113 0.9165 2335 |
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Cladonia rangiferina 0.9361 0.9036 0.9196 2335 |
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Platismatia glauca 0.9597 0.9478 0.9537 2335 |
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Calycina citrina 0.9823 0.9970 0.9896 2335 |
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Cladonia stellaris 0.9261 0.9550 0.9403 2335 |
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Amanita citrina 0.9270 0.9790 0.9523 2335 |
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Lepista nuda 0.9671 0.9837 0.9754 2334 |
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Gyromitra gigas 0.9665 0.9649 0.9657 2335 |
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Crucibulum laeve 0.9226 0.9593 0.9406 2335 |
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Daedaleopsis tricolor 0.8959 0.8069 0.8490 2335 |
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Stereum hirsutum 0.8926 0.8540 0.8728 2335 |
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Paxillus involutus 0.7432 0.9173 0.8212 2335 |
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Lactarius turpis 0.9218 0.8839 0.9024 2334 |
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Chlorociboria aeruginascens 1.0000 0.9944 0.9972 2335 |
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Chondrostereum purpureum 0.9314 0.8959 0.9133 2335 |
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Phaeophyscia orbicularis 0.8887 0.8480 0.8679 2335 |
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Peltigera praetextata 0.9848 0.9687 0.9767 2335 |
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accuracy 0.8963 233480 |
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macro avg 0.9036 0.8963 0.8926 233480 |
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weighted avg 0.9036 0.8963 0.8926 233480 |
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``` |
