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Mortality Prediction On Mimic Iii

评估指标

Accuracy

评测结果

各个模型在此基准测试上的表现结果

模型名称
Accuracy
Paper TitleRepository
LSTM+SA (pretrained)0.8298MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining-
K-NN-Early hospital mortality prediction using vital signals-
ELECTRA (pretrained)0.8443MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining-
Decision Tree-Early hospital mortality prediction using vital signals-
ELECTRA (from scratch)0.8325MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining-
Gaussian SVM-Early hospital mortality prediction using vital signals-
Linear Discriminant-Early hospital mortality prediction using vital signals-
LSTM (pretrained)0.828MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining-
Logistic regression-Early hospital mortality prediction using vital signals-
Boosted Trees-Early hospital mortality prediction using vital signals-
LSTM+SA (from scratch)0.7996MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining-
Random Forest-Early hospital mortality prediction using vital signals-
Linear SVM-Early hospital mortality prediction using vital signals-
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