Comparison of prediction results from multiple models.
<p>Comparison of prediction results from multiple models.</p>
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | , |
| Published: |
2024
|
| Subjects: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1852026283452530688 |
|---|---|
| author | Wenguang Li (6528113) |
| author2 | Yan Peng (104995) Ke Peng (2220973) |
| author2_role | author author |
| author_facet | Wenguang Li (6528113) Yan Peng (104995) Ke Peng (2220973) |
| author_role | author |
| dc.creator.none.fl_str_mv | Wenguang Li (6528113) Yan Peng (104995) Ke Peng (2220973) |
| dc.date.none.fl_str_mv | 2024-09-30T17:32:16Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pone.0311222.t007 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/dataset/Comparison_of_prediction_results_from_multiple_models_/27137156 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Science Policy Plant Biology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified body mass index stacking model based performing lightgbm model model &# 8217 layer stacking model data balance processing random forest model model integration strategies xlink "> diabetes xgboost model optimized model integration xgboost model random oversampling data imbalance significant impact scientific basis results show research object reaching effects publicly available powerful tool particularly crucial new idea kaggle platform genetic algorithm early intervention early diagnosis also provides also provided |
| dc.title.none.fl_str_mv | Comparison of prediction results from multiple models. |
| dc.type.none.fl_str_mv | Dataset info:eu-repo/semantics/publishedVersion dataset |
| description | <p>Comparison of prediction results from multiple models.</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_8fa96be9be2bfaea7a911d9f4a67f349 |
| identifier_str_mv | 10.1371/journal.pone.0311222.t007 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/27137156 |
| publishDate | 2024 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Comparison of prediction results from multiple models.Wenguang Li (6528113)Yan Peng (104995)Ke Peng (2220973)Science PolicyPlant BiologyBiological Sciences not elsewhere classifiedMathematical Sciences not elsewhere classifiedInformation Systems not elsewhere classifiedbody mass indexstacking model basedperforming lightgbm modelmodel &# 8217layer stacking modeldata balance processingrandom forest modelmodel integration strategiesxlink "> diabetesxgboost model optimizedmodel integrationxgboost modelrandom oversamplingdata imbalancesignificant impactscientific basisresults showresearch objectreaching effectspublicly availablepowerful toolparticularly crucialnew ideakaggle platformgenetic algorithmearly interventionearly diagnosisalso providesalso provided<p>Comparison of prediction results from multiple models.</p>2024-09-30T17:32:16ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.1371/journal.pone.0311222.t007https://figshare.com/articles/dataset/Comparison_of_prediction_results_from_multiple_models_/27137156CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/271371562024-09-30T17:32:16Z |
| spellingShingle | Comparison of prediction results from multiple models. Wenguang Li (6528113) Science Policy Plant Biology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified body mass index stacking model based performing lightgbm model model &# 8217 layer stacking model data balance processing random forest model model integration strategies xlink "> diabetes xgboost model optimized model integration xgboost model random oversampling data imbalance significant impact scientific basis results show research object reaching effects publicly available powerful tool particularly crucial new idea kaggle platform genetic algorithm early intervention early diagnosis also provides also provided |
| status_str | publishedVersion |
| title | Comparison of prediction results from multiple models. |
| title_full | Comparison of prediction results from multiple models. |
| title_fullStr | Comparison of prediction results from multiple models. |
| title_full_unstemmed | Comparison of prediction results from multiple models. |
| title_short | Comparison of prediction results from multiple models. |
| title_sort | Comparison of prediction results from multiple models. |
| topic | Science Policy Plant Biology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified body mass index stacking model based performing lightgbm model model &# 8217 layer stacking model data balance processing random forest model model integration strategies xlink "> diabetes xgboost model optimized model integration xgboost model random oversampling data imbalance significant impact scientific basis results show research object reaching effects publicly available powerful tool particularly crucial new idea kaggle platform genetic algorithm early intervention early diagnosis also provides also provided |