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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/6449300e3adf50d864095b90/2PKbJf9gVVf8XOEaC8hJb.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
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- 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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  ```
 
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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/MwuzPwx6u0t75lRJvI3Qp.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 0.9718 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
114
+ 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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  ```