{ "lang":"en", "name":"pipeline", "version":"0.0.0", "spacy_version":">=3.5.0,<3.6.0", "description":"", "author":"", "email":"", "url":"", "license":"", "spacy_git_version":"Unknown", "vectors":{ "width":0, "vectors":0, "keys":0, "name":null, "mode":"default" }, "labels":{ "transformer":[ ], "textcat_multilabel":[ "transtitle", "refpara", "fend", "atype", "dash", "cvpara", "Gkey", "seccc", "subtitle", "FigureCaption", "author", "p", "ref", "historyinfo", "head2", "afoot", "title", "Ekey", "DispQ", "numeric", "lalpha", "head3", "affilation", "Gabspara", "Eabspara", "TableCaption", "stitle", "para", "ackpara", "ack", "head1", "head4", "Tfootnote" ] }, "pipeline":[ "transformer", "textcat_multilabel" ], "components":[ "transformer", "textcat_multilabel" ], "disabled":[ ], "performance":{ "cats_score":0.7956420032, "cats_score_desc":"macro AUC", "cats_micro_p":0.9675555556, "cats_micro_r":0.9424242424, "cats_micro_f":0.9548245614, "cats_macro_p":0.484838242, "cats_macro_r":0.4786315504, "cats_macro_f":0.4810457449, "cats_macro_auc":0.7956420032, "cats_f_per_type":{ "transtitle":{ "p":0.0, "r":0.0, "f":0.0 }, "refpara":{ "p":0.0, "r":0.0, "f":0.0 }, "fend":{ "p":1.0, "r":0.9, "f":0.9473684211 }, "atype":{ "p":1.0, "r":1.0, "f":1.0 }, "dash":{ "p":0.0, "r":0.0, "f":0.0 }, "cvpara":{ "p":1.0, "r":0.8571428571, "f":0.9230769231 }, "Gkey":{ "p":0.0, "r":0.0, "f":0.0 }, "seccc":{ "p":0.0, "r":0.0, "f":0.0 }, "subtitle":{ "p":0.0, "r":0.0, "f":0.0 }, "FigureCaption":{ "p":1.0, "r":1.0, "f":1.0 }, "author":{ "p":1.0, "r":1.0, "f":1.0 }, "p":{ "p":0.9166666667, "r":0.873015873, "f":0.8943089431 }, "ref":{ "p":1.0, "r":0.9989281886, "f":0.999463807 }, "historyinfo":{ "p":1.0, "r":1.0, "f":1.0 }, "head2":{ "p":0.8020833333, "r":0.6936936937, "f":0.7439613527 }, "afoot":{ "p":0.0, "r":0.0, "f":0.0 }, "title":{ "p":0.8888888889, "r":1.0, "f":0.9411764706 }, "Ekey":{ "p":1.0, "r":1.0, "f":1.0 }, "DispQ":{ "p":0.0, "r":0.0, "f":0.0 }, "numeric":{ "p":0.0, "r":0.0, "f":0.0 }, "lalpha":{ "p":0.0, "r":0.0, "f":0.0 }, "head3":{ "p":0.0, "r":0.0, "f":0.0 }, "affilation":{ "p":1.0, "r":1.0, "f":1.0 }, "Gabspara":{ "p":0.0, "r":0.0, "f":0.0 }, "Eabspara":{ "p":0.0, "r":0.0, "f":0.0 }, "TableCaption":{ "p":1.0, "r":1.0, "f":1.0 }, "stitle":{ "p":0.0, "r":0.0, "f":0.0 }, "para":{ "p":0.9708609272, "r":0.9657444005, "f":0.9682959049 }, "ackpara":{ "p":0.0, "r":0.0, "f":0.0 }, "ack":{ "p":0.9166666667, "r":1.0, "f":0.9565217391 }, "head1":{ "p":0.8681318681, "r":0.7821782178, "f":0.8229166667 }, "head4":{ "p":0.0, "r":0.0, "f":0.0 }, "Tfootnote":{ "p":0.6363636364, "r":0.724137931, "f":0.6774193548 } }, "cats_macro_auc_per_type":0.0, "transformer_loss":1.0243103804, "textcat_multilabel_loss":0.7395541159 } }