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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 age bin based on a facial image. |
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See https://www.kaggle.com/code/dima806/facial-age-years-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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|
|
01 0.6774 0.9011 0.7734 445 |
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02 0.4082 0.5843 0.4806 445 |
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03 0.5972 0.1933 0.2920 445 |
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04 0.8293 0.1528 0.2581 445 |
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05 0.5422 0.9414 0.6881 444 |
|
06-07 0.7629 0.6292 0.6897 445 |
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08-09 0.6201 0.7483 0.6782 445 |
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10-12 0.6735 0.6674 0.6704 445 |
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13-15 0.7411 0.7461 0.7436 445 |
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16-20 0.6377 0.7079 0.6709 445 |
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21-25 0.6572 0.6247 0.6406 445 |
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26-30 0.4299 0.5371 0.4775 445 |
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31-35 0.5196 0.2382 0.3267 445 |
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36-40 0.4755 0.3708 0.4167 445 |
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41-45 0.4634 0.6966 0.5566 445 |
|
46-50 0.4309 0.5270 0.4742 444 |
|
51-55 0.4732 0.4562 0.4645 445 |
|
56-60 0.5097 0.3536 0.4176 444 |
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61-65 0.6835 0.2427 0.3582 445 |
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66-70 0.4852 0.7730 0.5962 445 |
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71-80 0.7740 0.7079 0.7394 445 |
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81-90 0.8516 0.9955 0.9180 444 |
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90+ 0.9978 1.0000 0.9989 445 |
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|
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accuracy 0.5997 10231 |
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macro avg 0.6192 0.5998 0.5796 10231 |
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weighted avg 0.6192 0.5997 0.5795 10231 |
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``` |
