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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/mushroom-types-image-detection-vit for more details. |
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``` |
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Classification report: |
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|
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precision recall f1-score support |
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mosaic_puffball 1.0000 1.0000 1.0000 7 |
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scarlet_elfcup 1.0000 1.0000 1.0000 7 |
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splendid_waxcap 1.0000 0.4286 0.6000 7 |
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tawny_grisette 0.8750 1.0000 0.9333 7 |
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jubilee_waxcap 1.0000 1.0000 1.0000 6 |
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king_alfreds_cakes 1.0000 0.8333 0.9091 6 |
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heath_waxcap 0.7500 1.0000 0.8571 6 |
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silky_rosegill 1.0000 1.0000 1.0000 6 |
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golden_waxcap 0.4286 1.0000 0.6000 6 |
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macro_mushroom 1.0000 0.8571 0.9231 7 |
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spectacular_rustgill 0.7500 0.8571 0.8000 7 |
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pink_waxcap 1.0000 1.0000 1.0000 6 |
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brown_birch_bolete 0.8333 0.8333 0.8333 6 |
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scaly_wood_mushroom 1.0000 1.0000 1.0000 6 |
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stinkhorn 0.8571 1.0000 0.9231 6 |
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blackening_brittlegill 1.0000 0.7143 0.8333 7 |
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penny_bun 0.8571 1.0000 0.9231 6 |
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chicken_of_the_woods 1.0000 1.0000 1.0000 7 |
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common_bonnet 1.0000 0.7143 0.8333 7 |
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common_rustgill 1.0000 0.8333 0.9091 6 |
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hedgehog_fungus 1.0000 0.8333 0.9091 6 |
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shaggy_scalycap 1.0000 0.8333 0.9091 6 |
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dyers_mazegill 0.8571 1.0000 0.9231 6 |
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earthballs 1.0000 1.0000 1.0000 7 |
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purple_brittlegill 1.0000 0.8333 0.9091 6 |
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smoky_bracket 0.7143 0.7143 0.7143 7 |
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elfin_saddle 1.0000 1.0000 1.0000 6 |
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shaggy_bracket 0.7778 1.0000 0.8750 7 |
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greencracked_brittlegill 1.0000 0.6667 0.8000 6 |
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sulphur_tuft 1.0000 1.0000 1.0000 6 |
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warted_amanita 1.0000 0.7143 0.8333 7 |
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white_domecap 0.7778 1.0000 0.8750 7 |
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winter_chanterelle 1.0000 1.0000 1.0000 7 |
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grey_knight 1.0000 0.8571 0.9231 7 |
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pale_oyster 1.0000 0.5714 0.7273 7 |
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medusa_mushroom 0.6667 0.8571 0.7500 7 |
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spotted_toughshank 1.0000 1.0000 1.0000 7 |
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dog_stinkhorn 1.0000 0.8333 0.9091 6 |
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stubble_rosegill 1.0000 0.6667 0.8000 6 |
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truffles 1.0000 1.0000 1.0000 6 |
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panthercap 0.8000 0.6667 0.7273 6 |
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vermillion_waxcap 1.0000 1.0000 1.0000 7 |
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ascot_hat 0.8571 1.0000 0.9231 6 |
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birch_polypore 1.0000 0.5000 0.6667 6 |
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common_morel 0.7778 1.0000 0.8750 7 |
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shaggy_parasol 1.0000 0.6667 0.8000 6 |
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turkey_tail 0.6667 1.0000 0.8000 6 |
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the_blusher 0.6250 0.8333 0.7143 6 |
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deathcap 0.3333 1.0000 0.5000 7 |
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chestnut_bolete 1.0000 0.7143 0.8333 7 |
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grey_spotted_amanita 1.0000 0.8571 0.9231 7 |
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slender_parasol 1.0000 0.8571 0.9231 7 |
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horn_of_plenty 1.0000 1.0000 1.0000 7 |
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magpie_inkcap 1.0000 0.8333 0.9091 6 |
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fools_funnel 0.8333 0.8333 0.8333 6 |
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orange_birch_bolete 1.0000 1.0000 1.0000 6 |
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scarlet_waxcap 0.5714 0.6667 0.6154 6 |
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yellow_stainer 1.0000 0.6667 0.8000 6 |
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field_mushroom 1.0000 0.8333 0.9091 6 |
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fragrant_funnel 0.8333 0.8333 0.8333 6 |
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spring_fieldcap 0.8333 0.7143 0.7692 7 |
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bronze_bolete 1.0000 0.4286 0.6000 7 |
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orange_grisette 1.0000 0.8571 0.9231 7 |
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parasol 0.8333 0.7143 0.7692 7 |
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trooping_funnel 1.0000 0.7143 0.8333 7 |
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beechwood_sickener 1.0000 0.6667 0.8000 6 |
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rosy_bonnet 0.8333 0.8333 0.8333 6 |
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dusky_puffball 1.0000 1.0000 1.0000 7 |
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the_miller 0.7000 1.0000 0.8235 7 |
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white_saddle 1.0000 1.0000 1.0000 7 |
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old_man_of_the_woods 1.0000 1.0000 1.0000 6 |
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crimped_gill 1.0000 0.8333 0.9091 6 |
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blushing_rosette 1.0000 1.0000 1.0000 6 |
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pine_bolete 1.0000 1.0000 1.0000 6 |
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brown_rollrim 1.0000 0.8333 0.9091 6 |
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deadly_webcap 1.0000 1.0000 1.0000 7 |
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devils_bolete 1.0000 1.0000 1.0000 6 |
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scarlet_caterpillarclub 1.0000 1.0000 1.0000 7 |
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red_cracking_bolete 1.0000 1.0000 1.0000 6 |
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false_chanterelle 1.0000 0.8333 0.9091 6 |
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woodland_inkcap 0.6667 0.8571 0.7500 7 |
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cucumber_cap 1.0000 0.8571 0.9231 7 |
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leccinum_albostipitatum 1.0000 1.0000 1.0000 6 |
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fairy_ring_champignons 0.8333 0.8333 0.8333 6 |
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rooting_bolete 0.7500 1.0000 0.8571 6 |
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wood_blewit 0.7500 1.0000 0.8571 6 |
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lilac_bonnet 0.8333 0.8333 0.8333 6 |
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butter_cap 1.0000 1.0000 1.0000 7 |
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black_bulgar 1.0000 1.0000 1.0000 7 |
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giant_puffball 0.8571 1.0000 0.9231 6 |
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false_deathcap 0.0000 0.0000 0.0000 6 |
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white_fibrecap 1.0000 1.0000 1.0000 6 |
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velvet_shank 1.0000 0.8571 0.9231 7 |
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slippery_jack 0.5556 0.8333 0.6667 6 |
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white_dapperling 0.6667 0.8571 0.7500 7 |
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parrot_waxcap 1.0000 0.8333 0.9091 6 |
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wrinkled_peach 0.8571 1.0000 0.9231 6 |
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silverleaf_fungus 1.0000 1.0000 1.0000 7 |
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amanita_gemmata 1.0000 1.0000 1.0000 6 |
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stinking_dapperling 1.0000 0.8333 0.9091 6 |
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plums_and_custard 1.0000 0.6667 0.8000 6 |
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peppery_bolete 0.8000 0.6667 0.7273 6 |
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terracotta_hedgehog 0.8333 0.8333 0.8333 6 |
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egghead_mottlegill 1.0000 1.0000 1.0000 6 |
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bearded_milkcap 1.0000 0.8333 0.9091 6 |
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inky_mushroom 1.0000 0.5000 0.6667 6 |
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larch_bolete 0.8571 0.8571 0.8571 7 |
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porcelain_fungus 0.8571 1.0000 0.9231 6 |
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jelly_tooth 1.0000 1.0000 1.0000 6 |
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scarletina_bolete 0.5000 1.0000 0.6667 6 |
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yellow_foot_waxcap 1.0000 1.0000 1.0000 6 |
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the_prince 1.0000 0.5000 0.6667 6 |
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aniseed_funnel 1.0000 0.8333 0.9091 6 |
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white_false_death_cap 0.5000 0.8333 0.6250 6 |
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false_saffron_milkcap 1.0000 0.8333 0.9091 6 |
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yellow_swamp_brittlegill 1.0000 0.8333 0.9091 6 |
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semifree_morel 1.0000 1.0000 1.0000 7 |
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bitter_bolete 1.0000 0.7143 0.8333 7 |
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almond_mushroom 1.0000 1.0000 1.0000 6 |
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shaggy_inkcap 0.8750 1.0000 0.9333 7 |
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blushing_wood_mushroom 1.0000 0.6667 0.8000 6 |
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common_puffball 1.0000 1.0000 1.0000 6 |
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funeral_bell 0.7500 1.0000 0.8571 6 |
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bay_bolete 1.0000 0.8333 0.9091 6 |
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blackening_waxcap 1.0000 0.5714 0.7273 7 |
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liberty_cap 0.6000 1.0000 0.7500 6 |
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snowy_waxcap 0.6667 1.0000 0.8000 6 |
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the_goblet 1.0000 1.0000 1.0000 7 |
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deer_shield 1.0000 1.0000 1.0000 7 |
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freckled_dapperling 0.6667 1.0000 0.8000 6 |
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slimy_waxcap 0.6667 1.0000 0.8000 6 |
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common_inkcap 0.7778 1.0000 0.8750 7 |
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amethyst_chanterelle 0.8750 1.0000 0.9333 7 |
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cedarwood_waxcap 0.7143 0.8333 0.7692 6 |
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honey_fungus 1.0000 0.8571 0.9231 7 |
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bruising_webcap 1.0000 0.4286 0.6000 7 |
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stump_puffball 0.8571 1.0000 0.9231 6 |
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giant_funnel 0.8333 0.8333 0.8333 6 |
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tuberous_polypore 1.0000 0.6667 0.8000 6 |
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poison_pie 0.8571 0.8571 0.8571 7 |
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curry_milkcap 1.0000 1.0000 1.0000 6 |
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amethyst_deceiver 1.0000 1.0000 1.0000 7 |
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golden_bootleg 1.0000 0.7143 0.8333 7 |
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clustered_domecap 1.0000 0.6667 0.8000 6 |
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ochre_brittlegill 0.7143 0.7143 0.7143 7 |
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blackening_polypore 1.0000 0.8333 0.9091 6 |
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suede_bolete 1.0000 1.0000 1.0000 7 |
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horse_mushroom 0.5455 1.0000 0.7059 6 |
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geranium_brittlegill 0.6667 1.0000 0.8000 6 |
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st_georges_mushroom 1.0000 0.8333 0.9091 6 |
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destroying_angel 0.0000 0.0000 0.0000 6 |
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field_blewit 1.0000 0.5714 0.7273 7 |
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cinnamon_bracket 1.0000 1.0000 1.0000 6 |
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lions_mane 1.0000 0.8333 0.9091 6 |
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orange_peel_fungus 1.0000 1.0000 1.0000 6 |
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chanterelle 0.8750 1.0000 0.9333 7 |
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the_sickener 0.8571 1.0000 0.9231 6 |
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birch_woodwart 0.8571 1.0000 0.9231 6 |
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pavement_mushroom 0.7500 1.0000 0.8571 6 |
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false_morel 1.0000 1.0000 1.0000 7 |
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oak_bolete 1.0000 0.8333 0.9091 6 |
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poplar_fieldcap 1.0000 0.5000 0.6667 6 |
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jelly_ears 1.0000 1.0000 1.0000 6 |
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summer_bolete 0.6250 0.8333 0.7143 6 |
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frosted_chanterelle 0.5714 0.6667 0.6154 6 |
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morel 1.0000 0.8333 0.9091 6 |
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the_deceiver 1.0000 0.8571 0.9231 7 |
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splitgill 0.8571 1.0000 0.9231 6 |
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ruby_bolete 0.8571 0.8571 0.8571 7 |
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sepia_bolete 1.0000 0.5714 0.7273 7 |
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bovine_bolete 0.8750 1.0000 0.9333 7 |
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fly_agaric 1.0000 1.0000 1.0000 7 |
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thimble_morel 0.8571 1.0000 0.9231 6 |
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black_morel 0.8333 0.8333 0.8333 6 |
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poplar_bell 1.0000 1.0000 1.0000 6 |
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fleecy_milkcap 0.7778 1.0000 0.8750 7 |
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golden_scalycap 0.7500 1.0000 0.8571 6 |
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yellow_stagshorn 1.0000 1.0000 1.0000 6 |
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oak_polypore 1.0000 0.8333 0.9091 6 |
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weeping_widow 0.7500 0.8571 0.8000 7 |
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meadow_waxcap 0.8750 1.0000 0.9333 7 |
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clouded_agaric 0.7500 0.8571 0.8000 7 |
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woolly_milkcap 0.8750 1.0000 0.9333 7 |
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snakeskin_grisette 1.0000 0.8333 0.9091 6 |
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hairy_curtain_crust 0.8750 1.0000 0.9333 7 |
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lurid_bolete 1.0000 0.6667 0.8000 6 |
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wood_mushroom 0.8571 0.8571 0.8571 7 |
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dryads_saddle 0.8750 1.0000 0.9333 7 |
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sheathed_woodtuft 1.0000 0.8571 0.9231 7 |
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orange_bolete 0.6667 1.0000 0.8000 6 |
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lilac_fibrecap 1.0000 0.8571 0.9231 7 |
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cauliflower_fungus 1.0000 1.0000 1.0000 7 |
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saffron_milkcap 0.7500 0.5000 0.6000 6 |
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pestle_puffball 1.0000 0.8571 0.9231 7 |
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red_belted_bracket 1.0000 1.0000 1.0000 6 |
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beefsteak_fungus 1.0000 1.0000 1.0000 7 |
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oak_mazegill 1.0000 0.4286 0.6000 7 |
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glistening_inkcap 0.8571 0.8571 0.8571 7 |
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tripe_fungus 1.0000 0.6667 0.8000 6 |
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blushing_bracket 0.7143 0.7143 0.7143 7 |
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deadly_fibrecap 0.8571 1.0000 0.9231 6 |
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root_rot 0.5556 0.8333 0.6667 6 |
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powdery_brittlegill 1.0000 1.0000 1.0000 6 |
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grisettes 0.6667 0.6667 0.6667 6 |
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charcoal_burner 0.8333 0.7143 0.7692 7 |
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rooting_shank 1.0000 1.0000 1.0000 6 |
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hen_of_the_woods 0.8571 1.0000 0.9231 6 |
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crimson_waxcap 1.0000 1.0000 1.0000 6 |
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fenugreek_milkcap 1.0000 1.0000 1.0000 7 |
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oyster_mushroom 0.6667 1.0000 0.8000 6 |
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blue_roundhead 0.8571 1.0000 0.9231 6 |
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hoof_fungus 0.7500 1.0000 0.8571 6 |
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bitter_beech_bolete 1.0000 0.5714 0.7273 7 |
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tawny_funnel 1.0000 1.0000 1.0000 6 |
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yellow_false_truffle 1.0000 1.0000 1.0000 6 |
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accuracy 0.8699 1376 |
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macro avg 0.8933 0.8701 0.8670 1376 |
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weighted avg 0.8949 0.8699 0.8676 1376 |
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``` |
