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dima806
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flower_groups_image_detection

Image Classification
Transformers
PyTorch
Safetensors
vit
Model card Files
xet
Community
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@@ -8,7 +8,7 @@ Returns flower group given an image.
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  See https://www.kaggle.com/code/dima806/flower-groups-image-detection-vit for more details.
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- ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/QL30k1z5wPnB1I5k--OgS.png)
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  ```
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  Classification report:
@@ -16,141 +16,141 @@ Classification report:
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  precision recall f1-score support
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  tarragon 0.0000 0.0000 0.0000 247
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- blanketflowers 0.9833 0.9514 0.9671 247
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- coralbells 0.8897 0.9798 0.9326 247
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- tulips 0.9826 0.9150 0.9476 247
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  daffodils 0.8719 0.9919 0.9280 247
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- peas 0.9031 0.9433 0.9228 247
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  garlic 0.0000 0.0000 0.0000 247
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- sunroots 1.0000 0.0688 0.1288 247
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- milkweed 0.8144 0.9595 0.8810 247
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  celery 0.0000 0.0000 0.0000 247
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- dill 0.5245 0.9960 0.6872 247
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- phlox 0.9325 0.9553 0.9438 246
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- peonies 0.5510 0.9838 0.7064 247
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- coneflowers 0.9711 0.9553 0.9631 246
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- beets 0.7554 0.8537 0.8015 246
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- beans 0.8885 0.9676 0.9264 247
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- onions 0.2976 0.9109 0.4487 247
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- bellflowers 0.9872 0.9352 0.9605 247
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- delphiniums 0.9733 0.8902 0.9299 246
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- oleanders 0.9676 0.9676 0.9676 247
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- roseofsharon 0.9821 0.4453 0.6128 247
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- cantaloupes 0.9333 0.6829 0.7887 246
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- deadnettles 0.9574 0.9109 0.9336 247
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- viburnums 0.5941 0.8947 0.7141 247
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- dianthus 0.8662 0.9472 0.9049 246
43
- peaches 0.9415 0.6518 0.7703 247
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- aloes 0.7642 0.9838 0.8602 247
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- parsley 0.3407 0.9393 0.5000 247
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- penstemon 0.9550 0.8583 0.9041 247
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- thyme 0.7311 0.9798 0.8374 247
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- citrus 0.8566 0.8947 0.8752 247
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- bleeding-hearts 0.9754 0.9636 0.9695 247
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- dogwoods 0.5707 0.9312 0.7077 247
51
- black-eyed-susans 0.5347 0.9676 0.6888 247
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- petunias 0.9669 0.9474 0.9571 247
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- jujubes 0.0000 0.0000 0.0000 246
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- arborvitaes 0.7790 0.8740 0.8238 246
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- lilies 0.9700 0.9150 0.9417 247
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- crinums 0.8000 0.8583 0.8281 247
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- catmints 0.6182 0.8821 0.7270 246
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- astilbe 0.9560 0.9676 0.9618 247
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- beautyberries 0.7249 0.9069 0.8058 247
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- beebalms 0.8114 0.9268 0.8653 246
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- foxgloves 0.9740 0.9109 0.9414 247
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- gladiolus 0.8821 0.9393 0.9098 247
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- plums 0.8750 0.4534 0.5973 247
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- vitis 1.0000 0.5668 0.7235 247
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- ninebarks 1.0000 0.0486 0.0927 247
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- lettuces 0.7872 0.8988 0.8393 247
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- poppies 0.9798 0.9838 0.9818 247
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- smoketrees 0.9212 0.8988 0.9098 247
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  irises 1.0000 0.9960 0.9980 247
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- cilantro 0.8636 0.0769 0.1413 247
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- artichokes 1.0000 0.7733 0.8721 247
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- lambsears 0.6092 0.8016 0.6923 247
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- butterworts 0.9091 0.2024 0.3311 247
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- babysbreath 1.0000 0.2227 0.3642 247
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- cucurbits 0.5956 0.9960 0.7455 247
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- plumerias 0.8185 0.8583 0.8379 247
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- liatris 0.9764 0.8381 0.9020 247
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- carrots 0.6103 0.5263 0.5652 247
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- crepe-myrtles 0.9672 0.9555 0.9613 247
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- oregano 0.6629 0.2389 0.3512 247
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- ilex 0.5643 0.9634 0.7117 246
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- butterflybushes 0.9811 0.8421 0.9063 247
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- sage 0.6085 0.4656 0.5275 247
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- baptisia 0.9795 0.7733 0.8643 247
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- sempervivum 1.0000 0.9352 0.9665 247
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- asparagus 0.9495 0.3806 0.5434 247
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- radishes 0.4973 0.7368 0.5938 247
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- parsnips 1.0000 0.1377 0.2420 247
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- hibiscus 0.4692 0.9555 0.6293 247
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- rhododendrons 0.8750 0.9636 0.9171 247
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- potatoes 1.0000 0.3887 0.5598 247
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- hydrangeas 0.9715 0.9715 0.9715 246
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- swisschard 0.8154 0.9838 0.8917 247
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- cannas 0.9400 0.9514 0.9457 247
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- brassicas 0.6837 0.9228 0.7855 246
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- rubus 0.8571 0.8259 0.8412 247
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- columbines 0.9833 0.9555 0.9692 247
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- echeverias 0.6581 0.9352 0.7726 247
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- okra 0.9852 0.8130 0.8909 246
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- aeoniums 0.5190 0.9393 0.6686 247
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- yarrows 0.6780 0.9717 0.7987 247
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- roses 1.0000 0.9837 0.9918 246
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- basil 0.6290 0.9512 0.7573 246
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- spiraeas 0.5850 0.9474 0.7233 247
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- caladiums 0.7889 0.9231 0.8507 247
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- spinach 0.8955 0.2439 0.3834 246
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- wisterias 0.9576 0.9187 0.9378 246
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- cherries 1.0000 0.1992 0.3322 246
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- marjoram 1.0000 0.4737 0.6429 247
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- hyacinths 0.9597 0.9636 0.9616 247
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- rhubarbs 0.9686 0.8745 0.9191 247
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- tickseeds 0.8387 0.8455 0.8421 246
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- perovskia 0.8121 0.5425 0.6505 247
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- crocus 0.9833 0.9593 0.9712 246
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- mints 0.6135 0.9960 0.7593 247
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- heavenly-bamboos 0.9459 0.8502 0.8955 247
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- agaves 0.9227 0.8740 0.8977 246
118
- pears 0.3014 0.4332 0.3555 247
119
- dudleyas 0.8084 0.5466 0.6522 247
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- pachypodiums 0.8722 0.6356 0.7354 247
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- mockoranges 0.9916 0.9514 0.9711 247
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- asters 1.0000 0.9312 0.9644 247
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- geraniums 0.9714 0.9636 0.9675 247
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- mammillarias 0.9234 0.9757 0.9488 247
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- cucumbers 1.0000 0.6260 0.7700 246
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- veronicas 0.9746 0.9350 0.9544 246
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  turnips 0.0000 0.0000 0.0000 247
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- peppers 0.8249 0.9919 0.9007 247
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- hardyhibiscuses 1.0000 0.5385 0.7000 247
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- morning-glories 0.8282 0.9797 0.8976 246
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- gardenias 0.9906 0.8543 0.9174 247
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- ribes 0.9674 0.7206 0.8260 247
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- loniceras 0.9440 0.9555 0.9497 247
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- eggplants 0.9646 0.9919 0.9780 247
135
- hostas 0.8140 0.9919 0.8942 247
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- chlorophytums 0.9938 0.6437 0.7813 247
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- chives 0.6964 0.9474 0.8027 247
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- tomatoes 0.6461 0.9312 0.7629 247
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- lilacs 1.0000 0.9474 0.9730 247
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- leeks 0.0000 0.0000 0.0000 247
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- shastadaisies 0.9583 0.9312 0.9446 247
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- apricots 1.0000 0.5749 0.7301 247
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- apples 0.3956 0.9433 0.5574 247
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- strawberries 0.8864 0.9798 0.9308 247
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- salvias 0.4660 0.9717 0.6299 247
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- sedums 0.7492 0.9433 0.8351 247
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- corn 0.9149 0.8704 0.8921 247
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- daylilies 1.0000 0.9879 0.9939 247
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- figs 0.9744 0.9268 0.9500 246
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- dahlias 0.9795 0.9676 0.9735 247
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- sweetpotatoes 0.7227 0.9393 0.8169 247
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- accuracy 0.7808 33072
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- macro avg 0.8047 0.7808 0.7556 33072
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- weighted avg 0.8047 0.7808 0.7556 33072
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  ```
 
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  See https://www.kaggle.com/code/dima806/flower-groups-image-detection-vit for more details.
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/q9f9m7kk2UJZkQhN7RKV6.png)
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  ```
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  Classification report:
 
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  precision recall f1-score support
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  tarragon 0.0000 0.0000 0.0000 247
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+ blanketflowers 0.9868 0.9109 0.9474 247
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+ coralbells 0.8791 0.9717 0.9231 247
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+ tulips 0.9741 0.9150 0.9436 247
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  daffodils 0.8719 0.9919 0.9280 247
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+ peas 0.8972 0.9190 0.9080 247
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  garlic 0.0000 0.0000 0.0000 247
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+ sunroots 1.0000 0.0486 0.0927 247
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+ milkweed 0.8509 0.9474 0.8966 247
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  celery 0.0000 0.0000 0.0000 247
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+ dill 0.4819 0.9717 0.6443 247
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+ phlox 0.9137 0.9433 0.9283 247
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+ peonies 0.5545 0.9879 0.7103 247
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+ coneflowers 0.9679 0.9757 0.9718 247
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+ beets 0.7526 0.8745 0.8090 247
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+ beans 0.8824 0.9756 0.9266 246
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+ onions 0.3012 0.9231 0.4542 247
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+ bellflowers 0.9865 0.8907 0.9362 247
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+ delphiniums 0.9955 0.8866 0.9379 247
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+ oleanders 0.9875 0.9595 0.9733 247
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+ roseofsharon 0.9727 0.4350 0.6011 246
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+ cantaloupes 0.9329 0.6194 0.7445 247
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+ deadnettles 0.9534 0.9109 0.9317 247
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+ viburnums 0.5501 0.8664 0.6730 247
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+ dianthus 0.8298 0.9512 0.8864 246
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+ peaches 0.8902 0.5911 0.7105 247
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+ aloes 0.7724 0.9757 0.8623 247
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+ parsley 0.3561 0.9717 0.5212 247
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+ penstemon 0.9782 0.9106 0.9432 246
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+ thyme 0.6685 0.9879 0.7974 247
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+ citrus 0.8479 0.9028 0.8745 247
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+ bleeding-hearts 0.9679 0.9757 0.9718 247
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+ dogwoods 0.5442 0.9231 0.6847 247
51
+ black-eyed-susans 0.5501 0.9555 0.6982 247
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+ petunias 0.9790 0.9472 0.9628 246
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+ jujubes 0.0000 0.0000 0.0000 247
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+ arborvitaes 0.8880 0.8664 0.8770 247
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+ lilies 0.9783 0.9109 0.9434 247
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+ crinums 0.7704 0.8421 0.8046 247
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+ catmints 0.6334 0.8745 0.7347 247
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+ astilbe 0.9597 0.9636 0.9616 247
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+ beautyberries 0.7500 0.8988 0.8177 247
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+ beebalms 0.8484 0.9514 0.8969 247
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+ foxgloves 0.9713 0.9595 0.9654 247
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+ gladiolus 0.9048 0.9231 0.9138 247
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+ plums 0.8571 0.4615 0.6000 247
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+ vitis 1.0000 0.5466 0.7068 247
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+ ninebarks 1.0000 0.0445 0.0853 247
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+ lettuces 0.7921 0.8947 0.8403 247
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+ poppies 0.9679 0.9757 0.9718 247
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+ smoketrees 0.9202 0.8866 0.9031 247
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  irises 1.0000 0.9960 0.9980 247
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+ cilantro 0.9600 0.0972 0.1765 247
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+ artichokes 1.0000 0.7895 0.8824 247
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+ lambsears 0.6519 0.7764 0.7087 246
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+ butterworts 0.9286 0.2105 0.3432 247
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+ babysbreath 1.0000 0.1700 0.2907 247
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+ cucurbits 0.5658 0.9959 0.7216 246
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+ plumerias 0.8051 0.8902 0.8456 246
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+ liatris 0.9720 0.8455 0.9043 246
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+ carrots 0.6364 0.5407 0.5846 246
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+ crepe-myrtles 0.9710 0.9474 0.9590 247
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+ oregano 0.6372 0.2927 0.4011 246
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+ ilex 0.5610 0.9676 0.7103 247
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+ butterflybushes 0.9726 0.8623 0.9142 247
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+ sage 0.4910 0.4413 0.4648 247
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+ baptisia 0.9744 0.7692 0.8597 247
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+ sempervivum 0.9910 0.8943 0.9402 246
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+ asparagus 0.9610 0.3008 0.4582 246
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+ radishes 0.5153 0.7490 0.6106 247
88
+ parsnips 1.0000 0.1174 0.2101 247
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+ hibiscus 0.4605 0.9715 0.6248 246
90
+ rhododendrons 0.8918 0.9676 0.9282 247
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+ potatoes 1.0000 0.4130 0.5845 247
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+ hydrangeas 0.9504 0.9350 0.9426 246
93
+ swisschard 0.8154 0.9878 0.8934 246
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+ cannas 0.9360 0.9474 0.9416 247
95
+ brassicas 0.6437 0.8740 0.7414 246
96
+ rubus 0.8631 0.8421 0.8525 247
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+ columbines 0.9717 0.9717 0.9717 247
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+ echeverias 0.6384 0.9150 0.7521 247
99
+ okra 0.9901 0.8138 0.8933 247
100
+ aeoniums 0.5124 0.9190 0.6580 247
101
+ yarrows 0.7126 0.9636 0.8193 247
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+ roses 0.9880 0.9960 0.9919 247
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+ basil 0.6419 0.9433 0.7639 247
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+ spiraeas 0.5897 0.9717 0.7339 247
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+ caladiums 0.7804 0.9352 0.8508 247
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+ spinach 0.8947 0.2753 0.4211 247
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+ wisterias 0.9609 0.8947 0.9266 247
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+ cherries 1.0000 0.1862 0.3140 247
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+ marjoram 1.0000 0.3927 0.5640 247
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+ hyacinths 0.9711 0.9514 0.9611 247
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+ rhubarbs 0.9651 0.8947 0.9286 247
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+ tickseeds 0.8588 0.8866 0.8725 247
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+ perovskia 0.7869 0.5830 0.6698 247
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+ crocus 0.9789 0.9431 0.9607 246
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+ mints 0.6088 0.9514 0.7425 247
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+ heavenly-bamboos 0.9493 0.8340 0.8879 247
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+ agaves 0.9025 0.8623 0.8820 247
118
+ pears 0.3087 0.4575 0.3687 247
119
+ dudleyas 0.8291 0.5304 0.6469 247
120
+ pachypodiums 0.8820 0.6356 0.7388 247
121
+ mockoranges 0.9958 0.9676 0.9815 247
122
+ asters 0.9957 0.9512 0.9730 246
123
+ geraniums 0.9750 0.9474 0.9610 247
124
+ mammillarias 0.9447 0.9715 0.9579 246
125
+ cucumbers 1.0000 0.6235 0.7681 247
126
+ veronicas 0.9368 0.9595 0.9480 247
127
  turnips 0.0000 0.0000 0.0000 247
128
+ peppers 0.8053 0.9919 0.8889 246
129
+ hardyhibiscuses 1.0000 0.4593 0.6295 246
130
+ morning-glories 0.8316 0.9595 0.8910 247
131
+ gardenias 0.9954 0.8785 0.9333 247
132
+ ribes 0.9837 0.7358 0.8419 246
133
+ loniceras 0.9540 0.9231 0.9383 247
134
+ eggplants 0.9837 0.9798 0.9817 247
135
+ hostas 0.8167 0.9919 0.8958 247
136
+ chlorophytums 0.9709 0.6761 0.7971 247
137
+ chives 0.7029 0.9676 0.8143 247
138
+ tomatoes 0.6619 0.9352 0.7752 247
139
+ lilacs 1.0000 0.9595 0.9793 247
140
+ leeks 0.0000 0.0000 0.0000 246
141
+ shastadaisies 0.9592 0.9514 0.9553 247
142
+ apricots 1.0000 0.5830 0.7366 247
143
+ apples 0.4027 0.9636 0.5680 247
144
+ strawberries 0.8897 0.9798 0.9326 247
145
+ salvias 0.4479 0.9393 0.6065 247
146
+ sedums 0.7639 0.9472 0.8457 246
147
+ corn 0.9129 0.8907 0.9016 247
148
+ daylilies 1.0000 0.9960 0.9980 247
149
+ figs 0.9711 0.9553 0.9631 246
150
+ dahlias 0.9757 0.9757 0.9757 247
151
+ sweetpotatoes 0.7183 0.9393 0.8140 247
152
 
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+ accuracy 0.7785 33072
154
+ macro avg 0.8044 0.7785 0.7529 33072
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+ weighted avg 0.8044 0.7785 0.7528 33072
156
  ```