Identification results of four algorithms on test sets for different feature subsets.
<p>Identification results of four algorithms on test sets for different feature subsets.</p>
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2025
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| _version_ | 1852015614709727232 |
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| author | Chunliang Jiang (22477803) |
| author2 | GuoFeng Ru (22477806) GuanJun Liu (22477809) Huiquan Wang (13762) Xin Ma (37268) JiaMeng Xu (22477812) YiJing Fu (22477815) Jing Yuan (217967) Guang Zhang (766712) |
| author2_role | author author author author author author author author |
| author_facet | Chunliang Jiang (22477803) GuoFeng Ru (22477806) GuanJun Liu (22477809) Huiquan Wang (13762) Xin Ma (37268) JiaMeng Xu (22477812) YiJing Fu (22477815) Jing Yuan (217967) Guang Zhang (766712) |
| author_role | author |
| dc.creator.none.fl_str_mv | Chunliang Jiang (22477803) GuoFeng Ru (22477806) GuanJun Liu (22477809) Huiquan Wang (13762) Xin Ma (37268) JiaMeng Xu (22477812) YiJing Fu (22477815) Jing Yuan (217967) Guang Zhang (766712) |
| dc.date.none.fl_str_mv | 2025-10-22T17:28:39Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pone.0334526.t004 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/dataset/Identification_results_of_four_algorithms_on_test_sets_for_different_feature_subsets_/30419199 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Medicine Developmental Biology Cancer Infectious Diseases Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified offering ample time machine learning method machine learning approach 840 &# 8211 minimal feature subsets entire feature subset offer decision support mortality prediction method comprising 360 non auc values increased mortality prediction model hypothermia patients based 700 hypothermia patients invasive physiological parameters hypothermia patients temperature feature model training invasive parameters hypothermic patients clinical decision predicting mortality mortality risk hour mortality xlink "> xgboost models vital importance using non remote areas predicting 72 overall features existing methods disaster sites demonstrating robustness center validation 125 hospitals 122 hospitals 039 compared |
| dc.title.none.fl_str_mv | Identification results of four algorithms on test sets for different feature subsets. |
| dc.type.none.fl_str_mv | Dataset info:eu-repo/semantics/publishedVersion dataset |
| description | <p>Identification results of four algorithms on test sets for different feature subsets.</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_0bdc0636554ca83df7a2b5e4e02df938 |
| identifier_str_mv | 10.1371/journal.pone.0334526.t004 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/30419199 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Identification results of four algorithms on test sets for different feature subsets.Chunliang Jiang (22477803)GuoFeng Ru (22477806)GuanJun Liu (22477809)Huiquan Wang (13762)Xin Ma (37268)JiaMeng Xu (22477812)YiJing Fu (22477815)Jing Yuan (217967)Guang Zhang (766712)MedicineDevelopmental BiologyCancerInfectious DiseasesBiological Sciences not elsewhere classifiedMathematical Sciences not elsewhere classifiedInformation Systems not elsewhere classifiedoffering ample timemachine learning methodmachine learning approach840 &# 8211minimal feature subsetsentire feature subsetoffer decision supportmortality prediction methodcomprising 360 nonauc values increasedmortality prediction modelhypothermia patients based700 hypothermia patientsinvasive physiological parametershypothermia patientstemperature featuremodel traininginvasive parametershypothermic patientsclinical decisionpredicting mortalitymortality riskhour mortalityxlink ">xgboost modelsvital importanceusing nonremote areaspredicting 72overall featuresexisting methodsdisaster sitesdemonstrating robustnesscenter validation125 hospitals122 hospitals039 compared<p>Identification results of four algorithms on test sets for different feature subsets.</p>2025-10-22T17:28:39ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.1371/journal.pone.0334526.t004https://figshare.com/articles/dataset/Identification_results_of_four_algorithms_on_test_sets_for_different_feature_subsets_/30419199CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/304191992025-10-22T17:28:39Z |
| spellingShingle | Identification results of four algorithms on test sets for different feature subsets. Chunliang Jiang (22477803) Medicine Developmental Biology Cancer Infectious Diseases Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified offering ample time machine learning method machine learning approach 840 &# 8211 minimal feature subsets entire feature subset offer decision support mortality prediction method comprising 360 non auc values increased mortality prediction model hypothermia patients based 700 hypothermia patients invasive physiological parameters hypothermia patients temperature feature model training invasive parameters hypothermic patients clinical decision predicting mortality mortality risk hour mortality xlink "> xgboost models vital importance using non remote areas predicting 72 overall features existing methods disaster sites demonstrating robustness center validation 125 hospitals 122 hospitals 039 compared |
| status_str | publishedVersion |
| title | Identification results of four algorithms on test sets for different feature subsets. |
| title_full | Identification results of four algorithms on test sets for different feature subsets. |
| title_fullStr | Identification results of four algorithms on test sets for different feature subsets. |
| title_full_unstemmed | Identification results of four algorithms on test sets for different feature subsets. |
| title_short | Identification results of four algorithms on test sets for different feature subsets. |
| title_sort | Identification results of four algorithms on test sets for different feature subsets. |
| topic | Medicine Developmental Biology Cancer Infectious Diseases Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified offering ample time machine learning method machine learning approach 840 &# 8211 minimal feature subsets entire feature subset offer decision support mortality prediction method comprising 360 non auc values increased mortality prediction model hypothermia patients based 700 hypothermia patients invasive physiological parameters hypothermia patients temperature feature model training invasive parameters hypothermic patients clinical decision predicting mortality mortality risk hour mortality xlink "> xgboost models vital importance using non remote areas predicting 72 overall features existing methods disaster sites demonstrating robustness center validation 125 hospitals 122 hospitals 039 compared |