karl2990/en_med12_trf

Feature	Description
Name	en_med12_trf
Version	1
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	Apache License, Version 2.0
Author	Karl Renius

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	84.22
ENTS_P	83.98
ENTS_R	84.45
CATS_SCORE	93.88
CATS_MICRO_P	89.78
CATS_MICRO_R	97.98
CATS_MICRO_F	93.70
CATS_MACRO_P	90.29
CATS_MACRO_R	97.93
CATS_MACRO_F	93.88
CATS_MACRO_AUC	98.53
CATS_MACRO_AUC_PER_TYPE	0.00
TRANSFORMER_LOSS	152780.09
NER_LOSS	69513.43
TEXTCAT_LOSS	1868.30