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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 0.7415 0.8851 0.8070 444 |
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02 0.4386 0.6899 0.5362 445 |
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03 0.7039 0.2831 0.4038 445 |
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04 0.8193 0.1532 0.2581 444 |
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05 0.5747 0.9596 0.7189 445 |
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06-07 0.6718 0.5843 0.6250 445 |
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08-09 0.6199 0.8135 0.7036 445 |
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10-12 0.6840 0.6225 0.6518 445 |
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13-15 0.7991 0.7685 0.7835 445 |
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16-20 0.7058 0.7169 0.7113 445 |
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21-25 0.6793 0.6045 0.6397 445 |
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26-30 0.4053 0.5820 0.4779 445 |
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31-35 0.5048 0.2382 0.3237 445 |
|
36-40 0.4748 0.3596 0.4092 445 |
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41-45 0.5177 0.7213 0.6028 445 |
|
46-50 0.5058 0.5910 0.5451 445 |
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51-55 0.4960 0.5586 0.5254 444 |
|
56-60 0.5102 0.3371 0.4060 445 |
|
61-65 0.6412 0.1888 0.2917 445 |
|
66-70 0.4871 0.8045 0.6068 445 |
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71-80 0.7928 0.6966 0.7416 445 |
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81-90 0.8445 0.9910 0.9119 444 |
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90+ 0.9978 1.0000 0.9989 445 |
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|
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accuracy 0.6152 10231 |
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macro avg 0.6355 0.6152 0.5948 10231 |
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weighted avg 0.6354 0.6152 0.5948 10231 |
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``` |
