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dima806
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mushrooms_image_detection

Image Classification
Transformers
PyTorch
Safetensors
vit
Model card Files Community
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@@ -8,115 +8,115 @@ 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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- ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/O2CorY9kxluuK7gqq_fTa.png)
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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 0.9811 0.9799 0.9805 2335
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- Leccinum albostipitatum 0.7713 0.9169 0.8378 2335
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- Lactarius deliciosus 0.9254 0.7966 0.8562 2335
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- Clitocybe nebularis 0.9383 0.9314 0.9349 2334
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- Hypholoma fasciculare 0.9033 0.7683 0.8304 2335
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- Lactarius torminosus 0.8558 0.9225 0.8879 2335
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- Lycoperdon perlatum 0.9410 0.9696 0.9551 2334
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- Verpa bohemica 0.9932 0.9966 0.9949 2334
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- Schizophyllum commune 0.9057 0.9709 0.9372 2335
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- Leccinum aurantiacum 0.7029 0.4987 0.5835 2334
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- Phellinus igniarius 0.8608 0.8266 0.8433 2335
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- Suillus luteus 0.7306 0.3101 0.4354 2335
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- Coltricia perennis 0.9769 0.9435 0.9599 2335
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- Cetraria islandica 0.9817 0.9880 0.9848 2335
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- Amanita muscaria 0.9901 0.9829 0.9865 2334
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- Pholiota aurivella 0.9268 0.9490 0.9378 2335
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- Trichaptum biforme 0.8760 0.8775 0.8768 2335
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- Artomyces pyxidatus 0.9991 0.9931 0.9961 2335
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- Calocera viscosa 1.0000 0.9987 0.9994 2334
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- Sarcosoma globosum 0.9696 0.9696 0.9696 2335
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- Evernia prunastri 0.8113 0.8895 0.8486 2335
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- Laetiporus sulphureus 0.9617 0.9799 0.9707 2335
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- Lobaria pulmonaria 0.9692 0.9842 0.9766 2335
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- Bjerkandera adusta 0.8276 0.7833 0.8048 2335
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- Vulpicida pinastri 0.9762 0.9820 0.9791 2335
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- Imleria badia 0.7623 0.7760 0.7691 2335
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- Evernia mesomorpha 0.9100 0.8964 0.9031 2335
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- Physcia adscendens 0.8248 0.7944 0.8093 2335
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- Coprinellus micaceus 0.9021 0.8878 0.8949 2335
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- Armillaria borealis 0.9330 0.5366 0.6813 2335
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- Trametes ochracea 0.8009 0.6116 0.6935 2335
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- Cantharellus cibarius 0.9127 0.9756 0.9431 2335
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- Pseudevernia furfuracea 0.8850 0.8171 0.8497 2335
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- Tremella mesenterica 0.9923 0.9957 0.9940 2335
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- Gyromitra infula 0.9694 0.9495 0.9593 2335
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- Leccinum versipelle 0.7351 0.7606 0.7476 2335
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- Mutinus ravenelii 0.9987 1.0000 0.9994 2335
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- Pholiota squarrosa 0.7824 0.9208 0.8460 2335
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- Amanita rubescens 0.8421 0.9019 0.8710 2335
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- Amanita pantherina 0.9309 0.8535 0.8905 2335
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- Sarcoscypha austriaca 0.9953 0.9914 0.9933 2335
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- Boletus edulis 0.5440 0.9426 0.6899 2335
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- Coprinus comatus 0.9567 0.9936 0.9748 2335
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- Merulius tremellosus 0.8523 0.9225 0.8860 2334
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- Stropharia aeruginosa 0.9858 0.9794 0.9826 2334
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- Cladonia fimbriata 0.9598 0.9722 0.9660 2335
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- Suillus grevillei 0.9204 0.4454 0.6003 2335
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- Apioperdon pyriforme 0.9031 0.9503 0.9261 2335
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- Cerioporus squamosus 0.9392 0.9717 0.9552 2335
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- Leccinum scabrum 0.7287 0.9101 0.8094 2335
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- Rhytisma acerinum 0.9996 0.9949 0.9972 2335
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- Hypholoma lateritium 0.8070 0.9096 0.8552 2335
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- Flammulina velutipes 0.8794 0.9024 0.8907 2335
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- Tricholomopsis rutilans 0.9284 0.8158 0.8685 2335
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- Coprinopsis atramentaria 0.9146 0.9259 0.9202 2335
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- Trametes versicolor 0.7973 0.9096 0.8498 2335
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- Graphis scripta 0.9734 0.9863 0.9798 2335
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- Ganoderma applanatum 0.9144 0.9567 0.9351 2334
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- Phellinus tremulae 0.9045 0.8642 0.8839 2334
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- Peltigera aphthosa 0.9816 0.9812 0.9814 2335
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- Parmelia sulcata 0.8860 0.9323 0.9086 2335
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- Fomitopsis betulina 0.8562 0.9585 0.9044 2335
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- Pleurotus pulmonarius 0.8814 0.8852 0.8833 2335
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- Fomitopsis pinicola 0.9452 0.9675 0.9562 2335
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- Daedaleopsis confragosa 0.7499 0.8540 0.7986 2335
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- Hericium coralloides 0.9910 0.9880 0.9895 2335
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- Trametes hirsuta 0.8348 0.8291 0.8320 2335
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- Coprinellus disseminatus 0.9306 0.9478 0.9391 2335
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- Kuehneromyces mutabilis 0.7478 0.9195 0.8248 2335
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- Pleurotus ostreatus 0.6853 0.8981 0.7774 2335
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- Phlebia radiata 0.9556 0.9580 0.9568 2335
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- Boletus reticulatus 0.9340 0.1272 0.2239 2335
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- Phallus impudicus 0.9978 0.9537 0.9753 2335
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- Macrolepiota procera 0.9735 0.9919 0.9826 2334
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- Fomes fomentarius 0.9030 0.9332 0.9179 2335
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- Suillus granulatus 0.4603 0.9254 0.6148 2334
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- Gyromitra esculenta 0.9411 0.9503 0.9457 2335
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- Xanthoria parietina 0.9563 0.9662 0.9612 2335
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- Nectria cinnabarina 0.9852 0.9666 0.9758 2335
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- Sarcomyxa serotina 0.9353 0.3530 0.5126 2334
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- Inonotus obliquus 0.9520 0.9927 0.9719 2335
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- Panellus stipticus 0.8831 0.7961 0.8374 2335
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- Hypogymnia physodes 0.8636 0.9435 0.9018 2335
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- Hygrophoropsis aurantiaca 0.9182 0.9135 0.9158 2334
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- Cladonia rangiferina 0.9375 0.9054 0.9211 2335
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- Platismatia glauca 0.9422 0.9572 0.9496 2334
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- Calycina citrina 0.9856 0.9949 0.9902 2335
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- Cladonia stellaris 0.9339 0.9572 0.9454 2334
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- Amanita citrina 0.9186 0.9760 0.9464 2335
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- Lepista nuda 0.9730 0.9726 0.9728 2335
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- Gyromitra gigas 0.9707 0.9657 0.9682 2335
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- Crucibulum laeve 0.9170 0.9563 0.9362 2334
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- Daedaleopsis tricolor 0.9053 0.7986 0.8486 2334
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- Stereum hirsutum 0.8829 0.8715 0.8772 2335
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- Paxillus involutus 0.7517 0.9221 0.8282 2335
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- Lactarius turpis 0.9250 0.8874 0.9058 2335
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- Chlorociboria aeruginascens 0.9996 0.9897 0.9946 2334
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- Chondrostereum purpureum 0.9378 0.8976 0.9173 2335
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- Phaeophyscia orbicularis 0.9009 0.7944 0.8443 2335
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- Peltigera praetextata 0.9833 0.9567 0.9698 2334
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- accuracy 0.8897 233480
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- macro avg 0.8987 0.8897 0.8849 233480
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- weighted avg 0.8987 0.8897 0.8849 233480
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  ```
 
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  See https://www.kaggle.com/code/dima806/mushrooms-image-detection-vit for more details.
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/2PKbJf9gVVf8XOEaC8hJb.png)
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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 0.9841 0.9824 0.9833 2335
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+ Leccinum albostipitatum 0.7716 0.9028 0.8321 2335
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+ Lactarius deliciosus 0.9322 0.8120 0.8679 2335
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+ Clitocybe nebularis 0.9415 0.9439 0.9427 2335
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+ Hypholoma fasciculare 0.8949 0.7956 0.8424 2334
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+ Lactarius torminosus 0.8745 0.9255 0.8993 2335
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+ Lycoperdon perlatum 0.9535 0.9567 0.9551 2335
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+ Verpa bohemica 0.9927 0.9961 0.9944 2335
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+ Schizophyllum commune 0.9264 0.9653 0.9455 2335
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+ Leccinum aurantiacum 0.7290 0.5173 0.6052 2335
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+ Phellinus igniarius 0.8435 0.8334 0.8384 2335
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+ Suillus luteus 0.7320 0.3229 0.4481 2335
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+ Coltricia perennis 0.9763 0.9358 0.9556 2335
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+ Cetraria islandica 0.9868 0.9889 0.9878 2335
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+ Amanita muscaria 0.9896 0.9794 0.9845 2334
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+ Pholiota aurivella 0.9251 0.9567 0.9406 2335
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+ Trichaptum biforme 0.8773 0.8672 0.8722 2334
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+ Artomyces pyxidatus 0.9996 0.9936 0.9966 2335
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+ Calocera viscosa 0.9996 0.9987 0.9991 2335
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+ Sarcosoma globosum 0.9689 0.9734 0.9712 2335
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+ Evernia prunastri 0.8165 0.8847 0.8493 2334
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+ Laetiporus sulphureus 0.9587 0.9739 0.9662 2334
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+ Lobaria pulmonaria 0.9634 0.9812 0.9722 2335
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+ Bjerkandera adusta 0.8321 0.7957 0.8135 2335
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+ Vulpicida pinastri 0.9733 0.9837 0.9785 2335
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+ Imleria badia 0.7706 0.7983 0.7842 2335
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+ Evernia mesomorpha 0.9123 0.8998 0.9060 2335
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+ Physcia adscendens 0.8328 0.8021 0.8172 2335
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+ Coprinellus micaceus 0.9163 0.9006 0.9084 2334
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+ Armillaria borealis 0.9248 0.5739 0.7082 2335
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+ Trametes ochracea 0.7908 0.6411 0.7081 2335
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+ Cantharellus cibarius 0.9051 0.9722 0.9374 2335
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+ Pseudevernia furfuracea 0.8803 0.8222 0.8502 2334
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+ Tremella mesenterica 0.9932 0.9949 0.9940 2334
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+ Gyromitra infula 0.9655 0.9482 0.9568 2335
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+ Leccinum versipelle 0.7461 0.7752 0.7603 2335
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+ Mutinus ravenelii 0.9966 1.0000 0.9983 2335
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+ Pholiota squarrosa 0.8095 0.9315 0.8662 2335
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+ Amanita rubescens 0.8613 0.9156 0.8876 2334
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+ Amanita pantherina 0.9394 0.8565 0.8961 2335
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+ Sarcoscypha austriaca 0.9910 0.9936 0.9923 2335
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+ Boletus edulis 0.5666 0.9370 0.7062 2334
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+ Coprinus comatus 0.9616 0.9872 0.9742 2335
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+ Merulius tremellosus 0.8537 0.9173 0.8844 2335
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+ Stropharia aeruginosa 0.9846 0.9833 0.9839 2335
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+ Cladonia fimbriata 0.9658 0.9683 0.9671 2335
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+ Suillus grevillei 0.8944 0.4570 0.6049 2335
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+ Apioperdon pyriforme 0.9029 0.9593 0.9302 2335
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+ Cerioporus squamosus 0.9366 0.9683 0.9522 2335
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+ Leccinum scabrum 0.7336 0.9092 0.8120 2335
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+ Rhytisma acerinum 0.9996 0.9966 0.9981 2335
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+ Hypholoma lateritium 0.8472 0.9118 0.8783 2335
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+ Flammulina velutipes 0.8928 0.8955 0.8942 2335
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+ Tricholomopsis rutilans 0.9302 0.8158 0.8693 2335
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+ Coprinopsis atramentaria 0.9226 0.9340 0.9283 2335
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+ Trametes versicolor 0.8228 0.9011 0.8602 2335
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+ Graphis scripta 0.9729 0.9850 0.9789 2335
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+ Ganoderma applanatum 0.9131 0.9537 0.9330 2335
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+ Phellinus tremulae 0.9121 0.8535 0.8819 2335
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+ Peltigera aphthosa 0.9833 0.9824 0.9829 2335
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+ Parmelia sulcata 0.8904 0.9216 0.9057 2335
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+ Fomitopsis betulina 0.8662 0.9593 0.9103 2334
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+ Pleurotus pulmonarius 0.8814 0.8912 0.8863 2335
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+ Fomitopsis pinicola 0.9513 0.9700 0.9606 2335
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+ Daedaleopsis confragosa 0.7474 0.8458 0.7936 2334
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+ Hericium coralloides 0.9910 0.9884 0.9897 2335
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+ Trametes hirsuta 0.8454 0.8479 0.8466 2334
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+ Coprinellus disseminatus 0.9392 0.9460 0.9426 2335
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+ Kuehneromyces mutabilis 0.7480 0.9297 0.8290 2334
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+ Pleurotus ostreatus 0.6900 0.8921 0.7781 2335
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+ Phlebia radiata 0.9579 0.9559 0.9569 2335
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+ Boletus reticulatus 0.9395 0.1928 0.3199 2334
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+ Phallus impudicus 0.9973 0.9555 0.9759 2335
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+ Macrolepiota procera 0.9747 0.9897 0.9822 2335
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+ Fomes fomentarius 0.9049 0.9246 0.9146 2335
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+ Suillus granulatus 0.4644 0.9199 0.6172 2334
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+ Gyromitra esculenta 0.9382 0.9422 0.9402 2335
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+ Xanthoria parietina 0.9534 0.9627 0.9580 2335
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+ Nectria cinnabarina 0.9857 0.9760 0.9808 2335
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+ Sarcomyxa serotina 0.9434 0.4000 0.5618 2335
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+ Inonotus obliquus 0.9566 0.9914 0.9737 2334
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+ Panellus stipticus 0.8933 0.8107 0.8500 2335
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+ Hypogymnia physodes 0.8623 0.9362 0.8977 2334
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+ Hygrophoropsis aurantiaca 0.9098 0.9161 0.9129 2335
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+ Cladonia rangiferina 0.9402 0.8951 0.9171 2335
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+ Platismatia glauca 0.9444 0.9529 0.9486 2335
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+ Calycina citrina 0.9806 0.9957 0.9881 2335
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+ Cladonia stellaris 0.9237 0.9589 0.9410 2335
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+ Amanita citrina 0.9137 0.9803 0.9458 2334
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+ Lepista nuda 0.9733 0.9833 0.9783 2334
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+ Gyromitra gigas 0.9698 0.9632 0.9665 2335
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+ Crucibulum laeve 0.9237 0.9597 0.9414 2335
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+ Daedaleopsis tricolor 0.9006 0.8069 0.8511 2335
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+ Stereum hirsutum 0.8874 0.8741 0.8807 2335
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+ Paxillus involutus 0.7548 0.9319 0.8340 2335
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+ Lactarius turpis 0.9228 0.8904 0.9063 2335
114
+ Chlorociboria aeruginascens 1.0000 0.9923 0.9961 2335
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+ Chondrostereum purpureum 0.9254 0.8921 0.9084 2335
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+ Phaeophyscia orbicularis 0.8926 0.8081 0.8483 2335
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+ Peltigera praetextata 0.9822 0.9687 0.9754 2335
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+ accuracy 0.8933 233480
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+ macro avg 0.9014 0.8933 0.8894 233480
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+ weighted avg 0.9014 0.8933 0.8895 233480
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  ```