ICD10_Code_Prediction / src /ICD10_Project /comparative_results.csv
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micro_f1,macro_f1,P@5,R@5,P@10,R@10,model,subset
0.5160832544938505,0.4839469126804884,0.08456167571761056,0.8436532507739938,0.04504784070338764,0.8988648090815273,A: TF-IDF+LinearSVC,Top-100
0.4533504328310356,0.28703215330162385,0.11714507370054306,0.7313529221827575,0.06314972847168347,0.7885050048433968,A: TF-IDF+LinearSVC,Top-500
0.4370919881305638,0.19794940998414526,0.1221618825963279,0.6916544655929722,0.06620118955262477,0.7496339677891655,A: TF-IDF+LinearSVC,Top-1000
0.0,0.0,0.018153607447633825,0.18111455108359134,0.01536074476338247,0.3065015479876161,B: Flat ClinicalBERT,Top-100
0.0,0.0,0.018153607447633825,0.11333548595414918,0.01536074476338247,0.19179851469163706,B: Flat ClinicalBERT,Top-500
0.27985260432227865,0.27096749053831354,0.08575122834238429,0.8555211558307534,0.04672873028187225,0.9324045407636739,B: Flat ClinicalBERT,Top-100
0.2403048033746088,0.14027903797113264,0.10876648564778899,0.6790442363577656,0.06418412205844323,0.8014207297384566,B: Flat ClinicalBERT,Top-500
0.3966899405223688,0.12337724037330906,0.6330488750969744,,0.7111455908973364,,B2: ClinicalBERT(SingleLabel),Full
0.00665431010908207,0.0067900264041697855,0.0023273855702094647,0.02321981424148607,0.0026635634859063875,0.053147574819401446,C: Longformer/BigBird,Top-100
0.0028722382800944633,0.002739387376527258,0.0007757951900698216,0.004843396835647401,0.0008275148694078097,0.010332579916047788,C: Longformer/BigBird,Top-500
0.3920351693819498,0.12283498479007436,0.6420998189811223,,,,C: Longformer,Full
0.1854259322613753,0.08266231487068088,0.09681923972071373,0.4840961986035687,0.05179725885699509,0.5179725885699509,D: Hierarchical+ReRank(OURS),Full
0.2977573628748987,0.2988521651096007,0.05906387380398241,0.5892672858617131,0.031419705197827774,0.6269349845201239,D: Hierarchical+ReRank(OURS),Top-100
0.23932860656923743,0.2127028673003462,0.08756141711921386,0.5466580561834032,0.04621153348849237,0.5770100096867937,D: Hierarchical+ReRank(OURS),Top-500
0.21721185239943325,0.15523236546802657,0.09262994569433669,0.5244509516837482,0.048357900181018876,0.5475841874084919,D: Hierarchical+ReRank(OURS),Top-1000