| { | |
| "lang":"en", | |
| "name":"nature_of_li_multilabel", | |
| "version":"0.0.0", | |
| "description":"", | |
| "author":"", | |
| "email":"", | |
| "url":"", | |
| "license":"", | |
| "spacy_version":">=3.4.3,<3.5.0", | |
| "spacy_git_version":"63673a792", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "textcat_multilabel":[ | |
| "shirt", | |
| "balloon", | |
| "cream", | |
| "socks", | |
| "pants", | |
| "shampoo", | |
| "toy", | |
| "sweater" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "textcat_multilabel" | |
| ], | |
| "components":[ | |
| "textcat_multilabel" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "cats_score":0.9581552495, | |
| "cats_score_desc":"macro AUC", | |
| "cats_micro_p":0.9977259572, | |
| "cats_micro_r":0.9959963678, | |
| "cats_micro_f":0.9968604123, | |
| "cats_macro_p":0.7448195473, | |
| "cats_macro_r":0.7383709233, | |
| "cats_macro_f":0.7413850696, | |
| "cats_macro_auc":0.9581552495, | |
| "cats_f_per_type":{ | |
| "shirt":{ | |
| "p":0.9982481752, | |
| "r":0.9962121212, | |
| "f":0.9972291089 | |
| }, | |
| "balloon":{ | |
| "p":0.9986517611, | |
| "r":1.0, | |
| "f":0.9993254258 | |
| }, | |
| "cream":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "socks":{ | |
| "p":0.9616564417, | |
| "r":0.9968203498, | |
| "f":0.9789227166 | |
| }, | |
| "pants":{ | |
| "p":1.0, | |
| "r":0.9873217116, | |
| "f":0.9936204147 | |
| }, | |
| "shampoo":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "toy":{ | |
| "p":1.0, | |
| "r":0.9980417755, | |
| "f":0.9990199281 | |
| }, | |
| "sweater":{ | |
| "p":1.0, | |
| "r":0.9285714286, | |
| "f":0.962962963 | |
| } | |
| }, | |
| "cats_macro_auc_per_type":0.0, | |
| "textcat_multilabel_loss":0.0760707086 | |
| }, | |
| "requirements":[ | |
| ] | |
| } |