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{
"lang": "nl",
"name": "Echocardiogram_SpanCategorizer_lv_syst_func",
"version": "1.0.0",
"spacy_version": ">=3.7.4,<3.8.0",
"description": "Package to classify spans for the presence and severity of left ventricular systolic dysfunction 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": [
"lv_sys_func_normal",
"lv_sys_func_mild",
"lv_sys_func_moderate",
"lv_sys_func_severe",
"lv_sys_func_unchanged",
"lv_sys_func_unknown",
"lv_sys_func_improved"
]
},
"pipeline": [
"tok2vec",
"spancat"
],
"components": [
"tok2vec",
"spancat"
],
"disabled": [],
"performance": {
"spans_sc_f": 0.7698574338,
"spans_sc_p": 0.7916230366,
"spans_sc_r": 0.7492566898,
"tok2vec_loss": 12.6495223089,
"spancat_loss": 1545.420399487
}
} |