karl2990/en_med12_trf_weakly_supervised

Feature	Description
Name	en_med12_trf_weakly_supervised
Version	0.0.0
spaCy	>=3.4.1,<3.5.0
Default Pipeline	transformer, ner, textcat
Components	transformer, ner, textcat
Vectors	0 keys, 0 unique vectors (0 dimensions)
Sources	n/a
License	n/a
Author	n/a

Label Scheme

View label scheme (14 labels for 2 components)

Component	Labels
ner	Denominator_Unit, Denominator_Value, Dose_Form, Medication_Name, NDC, Numerator_Unit, Numerator_Value, Product_Package_Type, Product_Package_Type_Value, Quantity_Factor_Unit, Quantity_Factor_Unit_Value, Quantity_Factor_Value
textcat	OTHER, MEDICATION

Accuracy

Type	Score
ENTS_F	99.89
ENTS_P	99.95
ENTS_R	99.84
CATS_SCORE	100.00
CATS_MICRO_P	100.00
CATS_MICRO_R	100.00
CATS_MICRO_F	100.00
CATS_MACRO_P	100.00
CATS_MACRO_R	100.00
CATS_MACRO_F	100.00
CATS_MACRO_AUC	100.00
CATS_MACRO_AUC_PER_TYPE	0.00
TRANSFORMER_LOSS	18547.50
NER_LOSS	153097.22
TEXTCAT_LOSS	0.00