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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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precision recall f1-score support |
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|
|
01 0.7163 0.9079 0.8008 445 |
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02 0.4423 0.6292 0.5195 445 |
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03 0.6935 0.2899 0.4089 445 |
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04 0.8133 0.1371 0.2346 445 |
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05 0.5684 0.9798 0.7195 445 |
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06-07 0.7367 0.6239 0.6756 444 |
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08-09 0.6605 0.8000 0.7236 445 |
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10-12 0.7435 0.7101 0.7264 445 |
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13-15 0.8118 0.7753 0.7931 445 |
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16-20 0.6673 0.7573 0.7095 445 |
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21-25 0.6951 0.6404 0.6667 445 |
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26-30 0.4435 0.6194 0.5169 444 |
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31-35 0.5123 0.2342 0.3215 444 |
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36-40 0.4799 0.3483 0.4036 445 |
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41-45 0.5131 0.7483 0.6088 445 |
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46-50 0.4832 0.5820 0.5280 445 |
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51-55 0.5176 0.5281 0.5228 445 |
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56-60 0.4545 0.3146 0.3718 445 |
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61-65 0.6567 0.1978 0.3040 445 |
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66-70 0.4918 0.8108 0.6122 444 |
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71-80 0.8024 0.7483 0.7744 445 |
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81-90 0.8792 0.9978 0.9347 445 |
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90+ 0.9955 1.0000 0.9978 445 |
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|
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accuracy 0.6253 10231 |
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macro avg 0.6426 0.6252 0.6032 10231 |
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weighted avg 0.6426 0.6253 0.6033 10231 |
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``` |
