Update README.md
Browse files
README.md
CHANGED
@@ -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/
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```
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Classification report:
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@@ -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.
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-
coralbells 0.
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-
tulips 0.
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daffodils 0.8719 0.9919 0.9280 247
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-
peas 0.
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garlic 0.0000 0.0000 0.0000 247
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-
sunroots 1.0000 0.
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-
milkweed 0.
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celery 0.0000 0.0000 0.0000 247
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-
dill 0.
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-
phlox 0.
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-
peonies 0.
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-
coneflowers 0.
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-
beets 0.
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beans 0.
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onions 0.
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bellflowers 0.
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delphiniums 0.
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oleanders 0.
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-
roseofsharon 0.
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cantaloupes 0.
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deadnettles 0.
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viburnums 0.
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-
dianthus 0.
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-
peaches 0.
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aloes 0.
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parsley 0.
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-
penstemon 0.
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thyme 0.
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-
citrus 0.
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-
bleeding-hearts 0.
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dogwoods 0.
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-
black-eyed-susans 0.
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-
petunias 0.
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-
jujubes 0.0000 0.0000 0.0000
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-
arborvitaes 0.
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-
lilies 0.
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-
crinums 0.
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-
catmints 0.
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-
astilbe 0.
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-
beautyberries 0.
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-
beebalms 0.
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-
foxgloves 0.
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-
gladiolus 0.
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-
plums 0.
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vitis 1.0000 0.
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ninebarks 1.0000 0.
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-
lettuces 0.
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-
poppies 0.
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-
smoketrees 0.
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irises 1.0000 0.9960 0.9980 247
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-
cilantro 0.
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-
artichokes 1.0000 0.
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-
lambsears 0.
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-
butterworts 0.
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babysbreath 1.0000 0.
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-
cucurbits 0.
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plumerias 0.
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liatris 0.
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carrots 0.
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-
crepe-myrtles 0.
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oregano 0.
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-
ilex 0.
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82 |
-
butterflybushes 0.
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sage 0.
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-
baptisia 0.
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-
sempervivum
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asparagus 0.
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radishes 0.
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parsnips 1.0000 0.
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-
hibiscus 0.
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-
rhododendrons 0.
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91 |
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potatoes 1.0000 0.
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92 |
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hydrangeas 0.
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93 |
-
swisschard 0.8154 0.
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-
cannas 0.
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brassicas 0.
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96 |
-
rubus 0.
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columbines 0.
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98 |
-
echeverias 0.
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-
okra 0.
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aeoniums 0.
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101 |
-
yarrows 0.
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102 |
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roses
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basil 0.
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spiraeas 0.
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105 |
-
caladiums 0.
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-
spinach 0.
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107 |
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wisterias 0.
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108 |
-
cherries 1.0000 0.
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109 |
-
marjoram 1.0000 0.
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110 |
-
hyacinths 0.
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-
rhubarbs 0.
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-
tickseeds 0.
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-
perovskia 0.
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-
crocus 0.
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-
mints 0.
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-
heavenly-bamboos 0.
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-
agaves 0.
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pears 0.
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-
dudleyas 0.
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-
pachypodiums 0.
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121 |
-
mockoranges 0.
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122 |
-
asters
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geraniums 0.
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mammillarias 0.
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cucumbers 1.0000 0.
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-
veronicas 0.
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turnips 0.0000 0.0000 0.0000 247
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peppers 0.
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hardyhibiscuses 1.0000 0.
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-
morning-glories 0.
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gardenias 0.
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-
ribes 0.
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-
loniceras 0.
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-
eggplants 0.
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-
hostas 0.
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-
chlorophytums 0.
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-
chives 0.
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-
tomatoes 0.
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-
lilacs 1.0000 0.
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-
leeks 0.0000 0.0000 0.0000
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-
shastadaisies 0.
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-
apricots 1.0000 0.
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-
apples 0.
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-
strawberries 0.
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145 |
-
salvias 0.
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-
sedums 0.
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-
corn 0.
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-
daylilies 1.0000 0.
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-
figs 0.
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150 |
-
dahlias 0.
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151 |
-
sweetpotatoes 0.
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-
accuracy 0.
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-
macro avg 0.
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-
weighted avg 0.
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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
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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
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parsnips 1.0000 0.1174 0.2101 247
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89 |
+
hibiscus 0.4605 0.9715 0.6248 246
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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
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93 |
+
swisschard 0.8154 0.9878 0.8934 246
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cannas 0.9360 0.9474 0.9416 247
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95 |
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brassicas 0.6437 0.8740 0.7414 246
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rubus 0.8631 0.8421 0.8525 247
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97 |
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columbines 0.9717 0.9717 0.9717 247
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echeverias 0.6384 0.9150 0.7521 247
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okra 0.9901 0.8138 0.8933 247
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aeoniums 0.5124 0.9190 0.6580 247
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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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115 |
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mints 0.6088 0.9514 0.7425 247
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116 |
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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
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118 |
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pears 0.3087 0.4575 0.3687 247
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119 |
+
dudleyas 0.8291 0.5304 0.6469 247
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120 |
+
pachypodiums 0.8820 0.6356 0.7388 247
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+
mockoranges 0.9958 0.9676 0.9815 247
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122 |
+
asters 0.9957 0.9512 0.9730 246
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123 |
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geraniums 0.9750 0.9474 0.9610 247
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mammillarias 0.9447 0.9715 0.9579 246
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+
cucumbers 1.0000 0.6235 0.7681 247
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126 |
+
veronicas 0.9368 0.9595 0.9480 247
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turnips 0.0000 0.0000 0.0000 247
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128 |
+
peppers 0.8053 0.9919 0.8889 246
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129 |
+
hardyhibiscuses 1.0000 0.4593 0.6295 246
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130 |
+
morning-glories 0.8316 0.9595 0.8910 247
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131 |
+
gardenias 0.9954 0.8785 0.9333 247
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132 |
+
ribes 0.9837 0.7358 0.8419 246
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133 |
+
loniceras 0.9540 0.9231 0.9383 247
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134 |
+
eggplants 0.9837 0.9798 0.9817 247
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135 |
+
hostas 0.8167 0.9919 0.8958 247
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136 |
+
chlorophytums 0.9709 0.6761 0.7971 247
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137 |
+
chives 0.7029 0.9676 0.8143 247
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138 |
+
tomatoes 0.6619 0.9352 0.7752 247
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139 |
+
lilacs 1.0000 0.9595 0.9793 247
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140 |
+
leeks 0.0000 0.0000 0.0000 246
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141 |
+
shastadaisies 0.9592 0.9514 0.9553 247
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142 |
+
apricots 1.0000 0.5830 0.7366 247
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143 |
+
apples 0.4027 0.9636 0.5680 247
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144 |
+
strawberries 0.8897 0.9798 0.9326 247
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145 |
+
salvias 0.4479 0.9393 0.6065 247
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146 |
+
sedums 0.7639 0.9472 0.8457 246
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147 |
+
corn 0.9129 0.8907 0.9016 247
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148 |
+
daylilies 1.0000 0.9960 0.9980 247
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149 |
+
figs 0.9711 0.9553 0.9631 246
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150 |
+
dahlias 0.9757 0.9757 0.9757 247
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151 |
+
sweetpotatoes 0.7183 0.9393 0.8140 247
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152 |
|
153 |
+
accuracy 0.7785 33072
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+
macro avg 0.8044 0.7785 0.7529 33072
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155 |
+
weighted avg 0.8044 0.7785 0.7528 33072
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```
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