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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 0.6966 0.9236 0.7942 445 |
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02 0.4165 0.6000 0.4917 445 |
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03 0.7338 0.2539 0.3773 445 |
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04 0.8916 0.1663 0.2803 445 |
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05 0.5503 0.9730 0.7030 444 |
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06-07 0.7855 0.6090 0.6861 445 |
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08-09 0.6561 0.7933 0.7182 445 |
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10-12 0.7358 0.7011 0.7181 445 |
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13-15 0.7949 0.7663 0.7803 445 |
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16-20 0.6468 0.7342 0.6878 444 |
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21-25 0.6507 0.6126 0.6311 444 |
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26-30 0.4203 0.5865 0.4897 445 |
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31-35 0.5272 0.2180 0.3084 445 |
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36-40 0.4751 0.3865 0.4263 445 |
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41-45 0.5074 0.6966 0.5871 445 |
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46-50 0.4792 0.5968 0.5316 444 |
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51-55 0.5321 0.5034 0.5173 445 |
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56-60 0.5359 0.4022 0.4596 445 |
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61-65 0.7442 0.2157 0.3345 445 |
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66-70 0.4760 0.8022 0.5975 445 |
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71-80 0.8077 0.7079 0.7545 445 |
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81-90 0.8478 0.9888 0.9129 445 |
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90+ 0.9978 1.0000 0.9989 445 |
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|
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accuracy 0.6190 10231 |
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macro avg 0.6482 0.6190 0.5994 10231 |
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weighted avg 0.6483 0.6190 0.5994 10231 |
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``` |
