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dima806
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flower_groups_image_detection

Image Classification
Transformers
PyTorch
Safetensors
vit
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xet
Community
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@@ -8,147 +8,149 @@ 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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  ```
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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 0.9913 0.9228 0.9558 246
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- coralbells 0.8745 0.9595 0.9151 247
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- tulips 0.9865 0.8866 0.9339 247
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- daffodils 0.8215 0.9879 0.8971 247
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- peas 0.9289 0.9514 0.9400 247
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- garlic 0.0000 0.0000 0.0000 246
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- sunroots 1.0000 0.0162 0.0319 247
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- milkweed 0.8598 0.9190 0.8885 247
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- celery 0.0000 0.0000 0.0000 246
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- dill 0.5533 0.9879 0.7093 247
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- phlox 0.9231 0.9717 0.9467 247
28
- peonies 0.5095 0.9798 0.6704 247
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- coneflowers 0.9673 0.9595 0.9634 247
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- beets 0.6495 0.8178 0.7240 247
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- beans 0.8438 0.9838 0.9084 247
32
- onions 0.2927 0.8947 0.4411 247
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- bellflowers 0.9786 0.9271 0.9522 247
34
- delphiniums 0.9649 0.8907 0.9263 247
35
- oleanders 0.9758 0.9798 0.9778 247
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- roseofsharon 1.0000 0.3644 0.5341 247
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- cantaloupes 0.9419 0.5911 0.7264 247
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- deadnettles 0.9648 0.8866 0.9241 247
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- viburnums 0.5350 0.8664 0.6615 247
40
- dianthus 0.8375 0.9595 0.8943 247
41
- peaches 0.8988 0.6113 0.7277 247
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- aloes 0.7333 0.9798 0.8388 247
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- parsley 0.3333 0.9717 0.4964 247
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- penstemon 0.9780 0.9024 0.9387 246
45
- thyme 0.6253 0.9634 0.7584 246
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- citrus 0.8889 0.8745 0.8816 247
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- bleeding-hearts 0.9675 0.9636 0.9655 247
48
- dogwoods 0.5487 0.9352 0.6916 247
49
- black-eyed-susans 0.5345 0.9717 0.6897 247
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- petunias 0.9750 0.9512 0.9630 246
51
  jujubes 0.0000 0.0000 0.0000 247
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- arborvitaes 0.9068 0.8699 0.8880 246
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- lilies 0.9655 0.9069 0.9353 247
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- crinums 0.7683 0.8089 0.7881 246
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- catmints 0.6257 0.9106 0.7417 246
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- astilbe 0.9524 0.9717 0.9619 247
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- beautyberries 0.7559 0.9028 0.8229 247
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- beebalms 0.8110 0.9555 0.8773 247
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- foxgloves 0.9740 0.9109 0.9414 247
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- gladiolus 0.8716 0.9069 0.8889 247
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- plums 1.0000 0.3846 0.5556 247
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- vitis 1.0000 0.5668 0.7235 247
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- ninebarks 1.0000 0.0283 0.0551 247
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- lettuces 0.8235 0.9069 0.8632 247
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- poppies 0.9560 0.9676 0.9618 247
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- smoketrees 0.9426 0.9312 0.9369 247
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- irises 1.0000 0.9919 0.9959 246
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- cilantro 1.0000 0.0769 0.1429 247
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- artichokes 1.0000 0.8016 0.8899 247
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- lambsears 0.5173 0.7854 0.6238 247
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- butterworts 1.0000 0.2146 0.3533 247
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- babysbreath 1.0000 0.0729 0.1358 247
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- cucurbits 0.5530 0.9919 0.7101 247
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- plumerias 0.7847 0.8704 0.8253 247
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- liatris 0.9859 0.8502 0.9130 247
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- carrots 0.6517 0.4715 0.5472 246
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- crepe-myrtles 0.9711 0.9514 0.9611 247
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- oregano 0.5111 0.1862 0.2730 247
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- ilex 0.4969 0.9717 0.6575 247
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- butterflybushes 0.9860 0.8543 0.9154 247
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- sage 0.5760 0.2915 0.3871 247
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- baptisia 0.9755 0.8057 0.8825 247
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- sempervivum 0.9828 0.9309 0.9562 246
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- asparagus 0.8690 0.2955 0.4411 247
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- radishes 0.4707 0.7490 0.5781 247
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- parsnips 1.0000 0.0610 0.1149 246
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- hibiscus 0.4311 0.9757 0.5980 247
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- rhododendrons 0.8769 0.9553 0.9144 246
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- potatoes 1.0000 0.4453 0.6162 247
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- hydrangeas 0.9180 0.9514 0.9344 247
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- swisschard 0.7386 0.9838 0.8438 247
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- cannas 0.9512 0.9474 0.9493 247
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- brassicas 0.7537 0.8333 0.7915 246
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- rubus 0.8631 0.8421 0.8525 247
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- columbines 0.9833 0.9555 0.9692 247
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- echeverias 0.6580 0.9190 0.7669 247
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- okra 0.9360 0.7724 0.8463 246
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- aeoniums 0.5289 0.9636 0.6829 247
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- yarrows 0.6393 0.9757 0.7724 247
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- roses 0.9920 1.0000 0.9960 247
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- basil 0.5903 0.9393 0.7250 247
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- spiraeas 0.5498 0.9393 0.6936 247
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- caladiums 0.7879 0.9474 0.8603 247
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- spinach 0.8679 0.1870 0.3077 246
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- wisterias 0.9500 0.8496 0.8970 246
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- cherries 1.0000 0.1660 0.2847 247
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- marjoram 1.0000 0.3158 0.4800 247
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- hyacinths 0.9595 0.9595 0.9595 247
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- rhubarbs 0.9774 0.8745 0.9231 247
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- tickseeds 0.8805 0.8947 0.8876 247
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- perovskia 0.7917 0.4634 0.5846 246
112
- crocus 0.9753 0.9634 0.9693 246
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- mints 0.6198 0.9636 0.7544 247
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- heavenly-bamboos 0.9509 0.8623 0.9045 247
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- agaves 0.8958 0.8704 0.8830 247
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- pears 0.2874 0.3902 0.3310 246
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- dudleyas 0.8344 0.5506 0.6634 247
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- pachypodiums 0.8421 0.5830 0.6890 247
119
- mockoranges 0.9917 0.9676 0.9795 247
120
- asters 0.9873 0.9472 0.9668 246
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  geraniums 0.9558 0.9636 0.9597 247
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  mammillarias 0.9300 0.9676 0.9484 247
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- cucumbers 1.0000 0.5992 0.7494 247
124
- veronicas 0.9705 0.9350 0.9524 246
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  turnips 0.0000 0.0000 0.0000 247
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- peppers 0.8066 0.9960 0.8913 247
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- hardyhibiscuses 1.0000 0.4251 0.5966 247
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- morning-glories 0.8333 0.9717 0.8972 247
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- gardenias 0.9731 0.8785 0.9234 247
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- ribes 0.9880 0.6680 0.7971 247
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- loniceras 0.9496 0.9150 0.9320 247
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- eggplants 0.9637 0.9676 0.9657 247
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- hostas 0.7625 0.9919 0.8622 246
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- chlorophytums 0.9667 0.5870 0.7305 247
135
- chives 0.6744 0.9474 0.7879 247
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- tomatoes 0.6806 0.9231 0.7835 247
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- lilacs 1.0000 0.9636 0.9814 247
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- leeks 0.0000 0.0000 0.0000 246
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- shastadaisies 0.9702 0.9231 0.9461 247
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- apricots 1.0000 0.4737 0.6429 247
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- apples 0.3617 0.9474 0.5235 247
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- strawberries 0.9019 0.9676 0.9336 247
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- salvias 0.4354 0.9555 0.5982 247
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- sedums 0.8155 0.8947 0.8533 247
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- corn 0.9251 0.8502 0.8861 247
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- daylilies 1.0000 0.9919 0.9959 247
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- figs 0.9631 0.9514 0.9572 247
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- dahlias 0.9715 0.9715 0.9715 246
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- sweetpotatoes 0.7500 0.9352 0.8324 247
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- accuracy 0.7665 33072
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- macro avg 0.7995 0.7664 0.7380 33072
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- weighted avg 0.7995 0.7665 0.7381 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/a36QZ-VIggRLpPj9dJs-O.png)
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+
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  ```
14
  Classification report:
15
 
16
  precision recall f1-score support
17
 
18
  tarragon 0.0000 0.0000 0.0000 247
19
+ blanketflowers 0.9872 0.9390 0.9625 246
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+ coralbells 0.8778 0.9595 0.9168 247
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+ tulips 0.9867 0.9028 0.9429 247
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+ daffodils 0.8683 0.9879 0.9242 247
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+ peas 0.8935 0.9514 0.9216 247
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+ garlic 0.0000 0.0000 0.0000 247
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+ sunroots 1.0000 0.0445 0.0853 247
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+ milkweed 0.8241 0.9676 0.8901 247
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+ celery 0.0000 0.0000 0.0000 247
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+ dill 0.5206 0.9756 0.6789 246
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+ phlox 0.9157 0.9676 0.9409 247
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+ peonies 0.5644 0.9797 0.7162 246
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+ coneflowers 0.9680 0.9798 0.9738 247
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+ beets 0.7428 0.8333 0.7854 246
33
+ beans 0.8764 0.9757 0.9234 247
34
+ onions 0.2963 0.9069 0.4467 247
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+ bellflowers 0.9828 0.9271 0.9542 247
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+ delphiniums 0.9863 0.8745 0.9270 247
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+ oleanders 0.9757 0.9757 0.9757 247
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+ roseofsharon 0.9792 0.3806 0.5481 247
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+ cantaloupes 0.9603 0.5870 0.7286 247
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+ deadnettles 0.9729 0.8704 0.9188 247
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+ viburnums 0.5867 0.8907 0.7074 247
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+ dianthus 0.8333 0.9514 0.8885 247
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+ peaches 0.9138 0.6437 0.7553 247
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+ aloes 0.7346 0.9636 0.8336 247
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+ parsley 0.3286 0.9352 0.4863 247
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+ penstemon 0.9554 0.8664 0.9087 247
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+ thyme 0.6908 0.9676 0.8061 247
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+ citrus 0.8486 0.8623 0.8554 247
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+ bleeding-hearts 0.9634 0.9595 0.9615 247
50
+ dogwoods 0.5735 0.9474 0.7145 247
51
+ black-eyed-susans 0.5433 0.9393 0.6884 247
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+ petunias 0.9708 0.9472 0.9588 246
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  jujubes 0.0000 0.0000 0.0000 247
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+ arborvitaes 0.8857 0.8785 0.8821 247
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+ lilies 0.9487 0.8988 0.9231 247
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+ crinums 0.8235 0.8537 0.8383 246
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+ catmints 0.6167 0.8664 0.7205 247
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+ astilbe 0.9442 0.9595 0.9518 247
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+ beautyberries 0.7365 0.8862 0.8044 246
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+ beebalms 0.8540 0.9474 0.8983 247
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+ foxgloves 0.9912 0.9187 0.9536 246
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+ gladiolus 0.8980 0.8943 0.8961 246
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+ plums 0.9153 0.4372 0.5918 247
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+ vitis 1.0000 0.5830 0.7366 247
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+ ninebarks 1.0000 0.0364 0.0703 247
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+ lettuces 0.8291 0.9231 0.8736 247
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+ poppies 0.9679 0.9757 0.9718 247
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+ smoketrees 0.9614 0.9106 0.9353 246
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+ irises 1.0000 0.9960 0.9980 247
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+ cilantro 0.8750 0.0850 0.1550 247
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+ artichokes 1.0000 0.7976 0.8874 247
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+ lambsears 0.5811 0.7976 0.6724 247
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+ butterworts 0.9184 0.1822 0.3041 247
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+ babysbreath 1.0000 0.2105 0.3478 247
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+ cucurbits 0.5481 0.9919 0.7061 247
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+ plumerias 0.7993 0.9028 0.8479 247
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+ liatris 0.9762 0.8300 0.8972 247
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+ carrots 0.5924 0.5061 0.5459 247
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+ crepe-myrtles 0.9583 0.9312 0.9446 247
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+ oregano 0.5390 0.3077 0.3918 247
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+ ilex 0.5415 0.9514 0.6902 247
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+ butterflybushes 0.9624 0.8333 0.8932 246
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+ sage 0.5562 0.4008 0.4659 247
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+ baptisia 0.9749 0.7854 0.8700 247
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+ sempervivum 0.9956 0.9069 0.9492 247
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+ asparagus 0.8587 0.3211 0.4675 246
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+ radishes 0.4852 0.7287 0.5825 247
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+ parsnips 1.0000 0.1174 0.2101 247
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+ hibiscus 0.4440 0.9675 0.6087 246
90
+ rhododendrons 0.8618 0.9595 0.9080 247
91
+ potatoes 1.0000 0.4291 0.6006 247
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+ hydrangeas 0.9545 0.9352 0.9448 247
93
+ swisschard 0.8247 0.9717 0.8922 247
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+ cannas 0.9323 0.9512 0.9416 246
95
+ brassicas 0.6656 0.8496 0.7464 246
96
+ rubus 0.8957 0.8374 0.8655 246
97
+ columbines 0.9753 0.9595 0.9673 247
98
+ echeverias 0.6287 0.9393 0.7532 247
99
+ okra 0.9904 0.8381 0.9079 247
100
+ aeoniums 0.5178 0.9433 0.6686 247
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+ yarrows 0.6838 0.9717 0.8027 247
102
+ roses 0.9960 1.0000 0.9980 246
103
+ basil 0.6484 0.9555 0.7725 247
104
+ spiraeas 0.5676 0.9514 0.7110 247
105
+ caladiums 0.7695 0.9595 0.8541 247
106
+ spinach 0.9241 0.2967 0.4492 246
107
+ wisterias 0.9342 0.8623 0.8968 247
108
+ cherries 1.0000 0.2154 0.3545 246
109
+ marjoram 1.0000 0.3360 0.5030 247
110
+ hyacinths 0.9563 0.9757 0.9659 247
111
+ rhubarbs 0.9815 0.8618 0.9177 246
112
+ tickseeds 0.8730 0.8623 0.8676 247
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+ perovskia 0.8333 0.5263 0.6452 247
114
+ crocus 0.9796 0.9717 0.9756 247
115
+ mints 0.6188 0.9595 0.7524 247
116
+ heavenly-bamboos 0.9401 0.8259 0.8793 247
117
+ agaves 0.9134 0.8543 0.8828 247
118
+ pears 0.3167 0.4372 0.3673 247
119
+ dudleyas 0.7806 0.4919 0.6035 246
120
+ pachypodiums 0.8623 0.5854 0.6973 246
121
+ mockoranges 0.9876 0.9636 0.9754 247
122
+ asters 0.9792 0.9553 0.9671 246
123
  geraniums 0.9558 0.9636 0.9597 247
124
  mammillarias 0.9300 0.9676 0.9484 247
125
+ cucumbers 1.0000 0.6437 0.7833 247
126
+ veronicas 0.9711 0.9514 0.9611 247
127
  turnips 0.0000 0.0000 0.0000 247
128
+ peppers 0.8059 0.9919 0.8893 247
129
+ hardyhibiscuses 0.9916 0.4777 0.6448 247
130
+ morning-glories 0.8481 0.9756 0.9074 246
131
+ gardenias 0.9865 0.8866 0.9339 247
132
+ ribes 0.9837 0.7328 0.8399 247
133
+ loniceras 0.9465 0.9312 0.9388 247
134
+ eggplants 0.9797 0.9757 0.9777 247
135
+ hostas 0.7609 0.9959 0.8627 246
136
+ chlorophytums 0.9869 0.6113 0.7550 247
137
+ chives 0.6948 0.9676 0.8088 247
138
+ tomatoes 0.6497 0.9312 0.7654 247
139
+ lilacs 1.0000 0.9393 0.9687 247
140
+ leeks 0.0000 0.0000 0.0000 247
141
+ shastadaisies 0.9872 0.9352 0.9605 247
142
+ apricots 1.0000 0.5789 0.7333 247
143
+ apples 0.3736 0.9393 0.5346 247
144
+ strawberries 0.8958 0.9393 0.9170 247
145
+ salvias 0.4403 0.9555 0.6028 247
146
+ sedums 0.7219 0.9352 0.8148 247
147
+ corn 0.8835 0.8907 0.8871 247
148
+ daylilies 1.0000 0.9959 0.9980 246
149
+ figs 0.9833 0.9555 0.9692 247
150
+ dahlias 0.9755 0.9676 0.9715 247
151
+ sweetpotatoes 0.7379 0.9231 0.8201 247
152
 
153
+ accuracy 0.7744 33072
154
+ macro avg 0.8014 0.7744 0.7492 33072
155
+ weighted avg 0.8013 0.7744 0.7492 33072
156
  ```