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dima806
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215_mushroom_types_image_detection

Image Classification
Transformers
PyTorch
Safetensors
vit
Inference Endpoints
Model card Files Community
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@@ -4,4 +4,232 @@ metrics:
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  - accuracy
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  - f1
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  ---
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- See https://www.kaggle.com/code/dima806/mushroom-types-image-detection-vit for more details.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+
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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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+ ```
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+ Classification report:
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+
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+ precision recall f1-score support
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+
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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
194
+ 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
219
+ 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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+
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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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+ ```