|
{ |
|
"lang":"en", |
|
"name":"textcat_multilabel_demo", |
|
"version":"0.0.0", |
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"description":"", |
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"author":"", |
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"email":"", |
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"url":"", |
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"license":"", |
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"spacy_version":">=3.4.3,<3.5.0", |
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"spacy_git_version":"63673a792", |
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"vectors":{ |
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"width":0, |
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"vectors":0, |
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"keys":0, |
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"name":null |
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}, |
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"labels":{ |
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"textcat_multilabel":[ |
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"shirt", |
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"decor", |
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"iphone", |
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"balloon", |
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"cream", |
|
"socks", |
|
"pants", |
|
"shampoo", |
|
"toy", |
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"sweater" |
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] |
|
}, |
|
"pipeline":[ |
|
"textcat_multilabel" |
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], |
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"components":[ |
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"textcat_multilabel" |
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], |
|
"disabled":[ |
|
|
|
], |
|
"performance":{ |
|
"cats_score":0.9594542729, |
|
"cats_score_desc":"macro AUC", |
|
"cats_micro_p":0.8555891628, |
|
"cats_micro_r":0.8537485953, |
|
"cats_micro_f":0.8546678881, |
|
"cats_macro_p":0.8467342177, |
|
"cats_macro_r":0.8687908218, |
|
"cats_macro_f":0.8489179669, |
|
"cats_macro_auc":0.9594542729, |
|
"cats_f_per_type":{ |
|
"shirt":{ |
|
"p":1.0, |
|
"r":0.9991258741, |
|
"f":0.999562746 |
|
}, |
|
"decor":{ |
|
"p":0.5247226112, |
|
"r":0.9878320827, |
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"f":0.6853806107 |
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}, |
|
"iphone":{ |
|
"p":1.0, |
|
"r":0.9911504425, |
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"f":0.9955555556 |
|
}, |
|
"balloon":{ |
|
"p":0.9957557707, |
|
"r":0.7522641616, |
|
"f":0.8570513026 |
|
}, |
|
"cream":{ |
|
"p":1.0, |
|
"r":0.9753483387, |
|
"f":0.9875203473 |
|
}, |
|
"socks":{ |
|
"p":0.9828125, |
|
"r":1.0, |
|
"f":0.9913317573 |
|
}, |
|
"pants":{ |
|
"p":0.9987333756, |
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"r":0.9887147335, |
|
"f":0.9936988028 |
|
}, |
|
"shampoo":{ |
|
"p":0.0, |
|
"r":0.0, |
|
"f":0.0 |
|
}, |
|
"toy":{ |
|
"p":1.0, |
|
"r":0.9934725849, |
|
"f":0.9967256058 |
|
}, |
|
"sweater":{ |
|
"p":0.9653179191, |
|
"r":1.0, |
|
"f":0.9823529412 |
|
} |
|
}, |
|
"cats_macro_auc_per_type":0.0, |
|
"textcat_multilabel_loss":1.6177284059 |
|
}, |
|
"requirements":[ |
|
|
|
] |
|
} |