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stormid
/
copd-model-h
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Storm ID
3
Tabular Classification
Scikit-learn
English
healthcare
ehr
copd
clinical-risk
tabular
scikit-learn
xgboost
lightgbm
catboost
patient-reported-outcomes
License:
apache-2.0
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copd-model-h
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training
368 kB
1 contributor
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1 commit
IamGrooooot
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check_index_date_dist.py
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combine_features.py
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config.yaml
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create_sh_lookup_table.py
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cross_val_final_models.py
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cross_val_first_models.py
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encode_and_impute.py
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encoding.py
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imputation.py
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model_h.py
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perform_forward_validation.py
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perform_hyper_param_tuning.py
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process_comorbidities.py
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process_demographics.py
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process_exacerbation_history.py
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process_labs.py
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process_pros.py
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process_spirometry.py
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pros_multiple_time_windows.py
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setup_labels_forward_val.py
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setup_labels_hosp_comm.py
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setup_labels_only_hosp.py
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split_train_test_val.py
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splitting.py
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