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{
"lang": "nl",
"name": "Echocardiogram_SpanCategorizer_mitral_regurgitation",
"version": "1.0.0",
"spacy_version": ">=3.7.4,<3.8.0",
"description": "Package to classify spans for the presence and severity of mitral regurgitation in Dutch echocardiogram reports.",
"author": "Bauke Arends",
"email": "[email protected]",
"url": "",
"license": "cc-by-sa-4.0",
"spacy_git_version": "bff8725f4",
"vectors": {
"width": 0,
"vectors": 0,
"keys": 0,
"name": null,
"mode": "default"
},
"labels": {
"tok2vec": [],
"spancat": [
"mitral_valve_native_regurgitation_not_present",
"mitral_valve_native_regurgitation_mild",
"mitral_valve_native_regurgitation_moderate",
"mitral_valve_native_regurgitation_severe"
]
},
"pipeline": [
"tok2vec",
"spancat"
],
"components": [
"tok2vec",
"spancat"
],
"disabled": [],
"performance": {
"spans_sc_f": 0.9348044132,
"spans_sc_p": 0.9688149688,
"spans_sc_r": 0.9031007752,
"tok2vec_loss": 0.331246445,
"spancat_loss": 175.8159074672
}
} |