en_pipeline / meta.json
kangaroo927's picture
Update spaCy pipeline
faa30db
{
"lang":"en",
"name":"pipeline",
"version":"0.0.0",
"description":"",
"author":"",
"email":"",
"url":"",
"license":"",
"spacy_version":">=3.1.4,<3.2.0",
"spacy_git_version":"006df1ae1",
"vectors":{
"width":0,
"vectors":0,
"keys":0,
"name":null
},
"labels":{
"transformer":[
],
"textcat":[
"Acute Bleed/Mesenteric Ischemia",
"Adrenal Mass Abdomen/Pelvis",
"Aortic Aneurysm Post EVT",
"Aortic Aneurysm Pre EVT",
"Aortic Dissection",
"Cystogram",
"Dual Phase Abdomen/Pelvis",
"Enterography IBD",
"NON Contrast Abdomen/Pelvis",
"Oral & IV Abdomen Pelvis",
"Oral Contrast Abdomen/Pelvis",
"Pancreas Mass Abdomen/Pelvis",
"Pelvis Only",
"Rectal Contrast Abdomen/Pelvis",
"Renal Donor",
"Renal Mass Abdomen/Pelvis",
"Renal Stone Abdomen/Pelvis",
"Routine Abdomen/Pelvis",
"Trauma Abdomen/Pelvis",
"Urogram Post Treatment/Follow Up",
"Urogram Pre Treatment Initial",
"Venogram"
]
},
"pipeline":[
"transformer",
"textcat"
],
"components":[
"transformer",
"textcat"
],
"disabled":[
],
"performance":{
"cats_score":0.7667419903,
"cats_score_desc":"macro F",
"cats_micro_p":0.8589429471,
"cats_micro_r":0.8519354279,
"cats_micro_f":0.8554248366,
"cats_macro_p":0.7435368162,
"cats_macro_r":0.8068930654,
"cats_macro_f":0.7667419903,
"cats_macro_auc":0.975717691,
"cats_f_per_type":{
"Acute Bleed/Mesenteric Ischemia":{
"p":0.5662650602,
"r":0.7790055249,
"f":0.6558139535
},
"Adrenal Mass Abdomen/Pelvis":{
"p":1.0,
"r":0.8823529412,
"f":0.9375
},
"Aortic Aneurysm Post EVT":{
"p":0.7741935484,
"r":0.7058823529,
"f":0.7384615385
},
"Aortic Aneurysm Pre EVT":{
"p":0.7692307692,
"r":0.8064516129,
"f":0.7874015748
},
"Aortic Dissection":{
"p":0.7586206897,
"r":0.7213114754,
"f":0.7394957983
},
"Cystogram":{
"p":0.9090909091,
"r":0.8333333333,
"f":0.8695652174
},
"Dual Phase Abdomen/Pelvis":{
"p":0.5633802817,
"r":0.6982543641,
"f":0.6236080178
},
"Enterography IBD":{
"p":0.8,
"r":0.8421052632,
"f":0.8205128205
},
"NON Contrast Abdomen/Pelvis":{
"p":0.9460431655,
"r":0.8375796178,
"f":0.8885135135
},
"Oral & IV Abdomen Pelvis":{
"p":0.5531914894,
"r":0.6842105263,
"f":0.6117647059
},
"Oral Contrast Abdomen/Pelvis":{
"p":0.7,
"r":0.5833333333,
"f":0.6363636364
},
"Pancreas Mass Abdomen/Pelvis":{
"p":0.3820224719,
"r":0.5573770492,
"f":0.4533333333
},
"Pelvis Only":{
"p":0.5882352941,
"r":0.9677419355,
"f":0.7317073171
},
"Rectal Contrast Abdomen/Pelvis":{
"p":0.6666666667,
"r":0.6896551724,
"f":0.6779661017
},
"Renal Donor":{
"p":1.0,
"r":1.0,
"f":1.0
},
"Renal Mass Abdomen/Pelvis":{
"p":0.8446601942,
"r":0.935483871,
"f":0.887755102
},
"Renal Stone Abdomen/Pelvis":{
"p":0.6214953271,
"r":0.9637681159,
"f":0.7556818182
},
"Routine Abdomen/Pelvis":{
"p":0.9692068429,
"r":0.8822197055,
"f":0.9236697792
},
"Trauma Abdomen/Pelvis":{
"p":0.6666666667,
"r":0.8913043478,
"f":0.7627906977
},
"Urogram Post Treatment/Follow Up":{
"p":0.6666666667,
"r":0.8333333333,
"f":0.7407407407
},
"Urogram Pre Treatment Initial":{
"p":0.96,
"r":0.8674698795,
"f":0.9113924051
},
"Venogram":{
"p":0.652173913,
"r":0.7894736842,
"f":0.7142857143
}
},
"cats_macro_auc_per_type":0.0,
"transformer_loss":0.1979868331,
"textcat_loss":5.0429760002
},
"requirements":[
"spacy-transformers>=1.0.6,<1.1.0"
]
}