lachlanyoung's picture
Update spaCy pipeline
d3f0ec1
{
"lang":"en",
"name":"procare_business_unit",
"version":"0.0.0",
"description":"",
"author":"",
"email":"",
"url":"",
"license":"",
"spacy_version":">=3.5.4,<3.6.0",
"spacy_git_version":"7a2833bf2",
"vectors":{
"width":0,
"vectors":0,
"keys":0,
"name":null
},
"labels":{
"textcat_multilabel":[
"Health and Wellbeing",
"NT Consulting",
"SA Workers Comp",
"VIC Workers Comp",
"ACT Consultancy",
"NSW Consulting",
"Staff Cards",
"NT MAC",
"NSW CTP",
"NSW Workers Comp",
"SA Consulting",
"ACT Workers Comp",
"Life and A&H",
"QLD Workers Comp",
"NT Workers Comp",
"Treatment",
"State Authorities Superannuation Scheme",
"ACT CTP",
"NULL",
"National Consulting",
"WA Workers Comp",
"QLD CTP",
"VIC TAC",
"WA Consulting",
"TAS Consulting",
"QLD Consulting",
"VIC Consulting",
"Comcare",
"TAS Workers Comp",
"SA CTP"
]
},
"pipeline":[
"textcat_multilabel"
],
"components":[
"textcat_multilabel"
],
"disabled":[
],
"performance":{
"cats_score":0.8120973875,
"cats_score_desc":"macro AUC",
"cats_micro_p":0.8936970837,
"cats_micro_r":0.5954246318,
"cats_micro_f":0.7146887342,
"cats_macro_p":0.6786909885,
"cats_macro_r":0.3352151499,
"cats_macro_f":0.4252297107,
"cats_macro_auc":0.8120973875,
"cats_f_per_type":{
"Health and Wellbeing":{
"p":0.9222520107,
"r":0.8514851485,
"f":0.8854568855
},
"NT Consulting":{
"p":1.0,
"r":0.2631578947,
"f":0.4166666667
},
"SA Workers Comp":{
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"r":0.5733333333,
"f":0.7068493151
},
"VIC Workers Comp":{
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"r":0.5804066543,
"f":0.7136363636
},
"ACT Consultancy":{
"p":0.0,
"r":0.0,
"f":0.0
},
"NSW Consulting":{
"p":0.0,
"r":0.0,
"f":0.0
},
"Staff Cards":{
"p":0.0,
"r":0.0,
"f":0.0
},
"NT MAC":{
"p":1.0,
"r":0.25,
"f":0.4
},
"NSW CTP":{
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"r":0.1381578947,
"f":0.2282608696
},
"NSW Workers Comp":{
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"r":0.5991580917,
"f":0.69600652
},
"SA Consulting":{
"p":1.0,
"r":0.380952381,
"f":0.5517241379
},
"ACT Workers Comp":{
"p":0.8524590164,
"r":0.2810810811,
"f":0.4227642276
},
"Life and A&H":{
"p":0.983277592,
"r":0.724137931,
"f":0.8340425532
},
"QLD Workers Comp":{
"p":0.9709677419,
"r":0.7166666667,
"f":0.8246575342
},
"NT Workers Comp":{
"p":0.6666666667,
"r":0.1730769231,
"f":0.2748091603
},
"Treatment":{
"p":0.0,
"r":0.0,
"f":0.0
},
"State Authorities Superannuation Scheme":{
"p":1.0,
"r":0.8095238095,
"f":0.8947368421
},
"ACT CTP":{
"p":0.6666666667,
"r":0.2857142857,
"f":0.4
},
"NULL":{
"p":0.0,
"r":0.0,
"f":0.0
},
"National Consulting":{
"p":0.8965517241,
"r":0.5591397849,
"f":0.6887417219
},
"WA Workers Comp":{
"p":0.8888888889,
"r":0.24,
"f":0.3779527559
},
"QLD CTP":{
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"r":0.3698630137,
"f":0.5094339623
},
"VIC TAC":{
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"r":0.4516129032,
"f":0.6153846154
},
"WA Consulting":{
"p":1.0,
"r":0.1538461538,
"f":0.2666666667
},
"TAS Consulting":{
"p":0.0,
"r":0.0,
"f":0.0
},
"QLD Consulting":{
"p":0.8421052632,
"r":0.2857142857,
"f":0.4266666667
},
"VIC Consulting":{
"p":0.0,
"r":0.0,
"f":0.0
},
"Comcare":{
"p":0.9727047146,
"r":0.9245283019,
"f":0.9480048368
},
"TAS Workers Comp":{
"p":0.6875,
"r":0.1047619048,
"f":0.1818181818
},
"SA CTP":{
"p":0.8928571429,
"r":0.3401360544,
"f":0.4926108374
}
},
"textcat_multilabel_loss":0.7371820777
},
"requirements":[
]
}