Optimization plot of ML models using SA algorithm.
<p>Optimization plot of ML models using SA algorithm.</p>
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2025
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| _version_ | 1852022843256078336 |
|---|---|
| author | Ali Bahrami (20700339) |
| author2 | Morteza Rakhshaninejad (20700342) Rouzbeh Ghousi (9389125) Alireza Atashi (5053763) |
| author2_role | author author author |
| author_facet | Ali Bahrami (20700339) Morteza Rakhshaninejad (20700342) Rouzbeh Ghousi (9389125) Alireza Atashi (5053763) |
| author_role | author |
| dc.creator.none.fl_str_mv | Ali Bahrami (20700339) Morteza Rakhshaninejad (20700342) Rouzbeh Ghousi (9389125) Alireza Atashi (5053763) |
| dc.date.none.fl_str_mv | 2025-02-10T18:30:16Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pone.0311250.g003 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/figure/Optimization_plot_of_ML_models_using_SA_algorithm_/28383597 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Biotechnology Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified xgboost &# 8212 utilized simulated annealing models &# 8212 intensive care unit artificial neural networks model performance underscores require ventilators immediately ml models constructing fundamental need within cardiac surgery icu tuned ensemble model ensemble model xlink "> vital topic supported breathing study examines significant improvement rich source potential goldmine massive volume machine learning limited availability informative analyses hyperparameter optimization hybrid approach healthcare professionals healthcare industry genetic algorithm deep learning crucial consideration approach enhanced ann ), 84 %, |
| dc.title.none.fl_str_mv | Optimization plot of ML models using SA algorithm. |
| dc.type.none.fl_str_mv | Image Figure info:eu-repo/semantics/publishedVersion image |
| description | <p>Optimization plot of ML models using SA algorithm.</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_2b6b741eaed7cd39feffb2b8d39cc943 |
| identifier_str_mv | 10.1371/journal.pone.0311250.g003 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/28383597 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Optimization plot of ML models using SA algorithm.Ali Bahrami (20700339)Morteza Rakhshaninejad (20700342)Rouzbeh Ghousi (9389125)Alireza Atashi (5053763)BiotechnologyScience PolicyBiological Sciences not elsewhere classifiedInformation Systems not elsewhere classifiedxgboost &# 8212utilized simulated annealingmodels &# 8212intensive care unitartificial neural networksmodel performance underscoresrequire ventilators immediatelyml models constructingfundamental need withincardiac surgery icutuned ensemble modelensemble modelxlink ">vital topicsupported breathingstudy examinessignificant improvementrich sourcepotential goldminemassive volumemachine learninglimited availabilityinformative analyseshyperparameter optimizationhybrid approachhealthcare professionalshealthcare industrygenetic algorithmdeep learningcrucial considerationapproach enhancedann ),84 %,<p>Optimization plot of ML models using SA algorithm.</p>2025-02-10T18:30:16ZImageFigureinfo:eu-repo/semantics/publishedVersionimage10.1371/journal.pone.0311250.g003https://figshare.com/articles/figure/Optimization_plot_of_ML_models_using_SA_algorithm_/28383597CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/283835972025-02-10T18:30:16Z |
| spellingShingle | Optimization plot of ML models using SA algorithm. Ali Bahrami (20700339) Biotechnology Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified xgboost &# 8212 utilized simulated annealing models &# 8212 intensive care unit artificial neural networks model performance underscores require ventilators immediately ml models constructing fundamental need within cardiac surgery icu tuned ensemble model ensemble model xlink "> vital topic supported breathing study examines significant improvement rich source potential goldmine massive volume machine learning limited availability informative analyses hyperparameter optimization hybrid approach healthcare professionals healthcare industry genetic algorithm deep learning crucial consideration approach enhanced ann ), 84 %, |
| status_str | publishedVersion |
| title | Optimization plot of ML models using SA algorithm. |
| title_full | Optimization plot of ML models using SA algorithm. |
| title_fullStr | Optimization plot of ML models using SA algorithm. |
| title_full_unstemmed | Optimization plot of ML models using SA algorithm. |
| title_short | Optimization plot of ML models using SA algorithm. |
| title_sort | Optimization plot of ML models using SA algorithm. |
| topic | Biotechnology Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified xgboost &# 8212 utilized simulated annealing models &# 8212 intensive care unit artificial neural networks model performance underscores require ventilators immediately ml models constructing fundamental need within cardiac surgery icu tuned ensemble model ensemble model xlink "> vital topic supported breathing study examines significant improvement rich source potential goldmine massive volume machine learning limited availability informative analyses hyperparameter optimization hybrid approach healthcare professionals healthcare industry genetic algorithm deep learning crucial consideration approach enhanced ann ), 84 %, |