V V Performance comparison of different prediction models across evaluation metrics.
<p>V V Performance comparison of different prediction models across evaluation metrics.</p>
محفوظ في:
| المؤلف الرئيسي: | |
|---|---|
| مؤلفون آخرون: | |
| منشور في: |
2025
|
| الموضوعات: | |
| الوسوم: |
إضافة وسم
لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!
|
| _version_ | 1852017237841412096 |
|---|---|
| author | Wu Huiyong (21743545) |
| author2 | Zunlong Wang (22133109) |
| author2_role | author |
| author_facet | Wu Huiyong (21743545) Zunlong Wang (22133109) |
| author_role | author |
| dc.creator.none.fl_str_mv | Wu Huiyong (21743545) Zunlong Wang (22133109) |
| dc.date.none.fl_str_mv | 2025-08-27T17:28:38Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pone.0330324.g017 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/figure/V_V_Performance_comparison_of_different_prediction_models_across_evaluation_metrics_/29997693 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Science Policy Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified provides valuable insights integrates genetic algorithm global financial markets experimental results demonstrate effective modeling strategy conduct local refinement capture nonlinear dependencies perform global search div >< p lstm hyperparameter optimization hybrid prediction model lstm </ p search space lstm model time series term patterns term memory superior ability study proposes rmse ), research offers proposed model predictive accuracy neural networks market regulation investment decision initial population increasing complexity generalization capability economic planning critical role |
| dc.title.none.fl_str_mv | V V Performance comparison of different prediction models across evaluation metrics. |
| dc.type.none.fl_str_mv | Image Figure info:eu-repo/semantics/publishedVersion image |
| description | <p>V V Performance comparison of different prediction models across evaluation metrics.</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_c11efab320fc22d856438c39d405667f |
| identifier_str_mv | 10.1371/journal.pone.0330324.g017 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/29997693 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | V V Performance comparison of different prediction models across evaluation metrics.Wu Huiyong (21743545)Zunlong Wang (22133109)Science PolicyEnvironmental Sciences not elsewhere classifiedBiological Sciences not elsewhere classifiedMathematical Sciences not elsewhere classifiedInformation Systems not elsewhere classifiedprovides valuable insightsintegrates genetic algorithmglobal financial marketsexperimental results demonstrateeffective modeling strategyconduct local refinementcapture nonlinear dependenciesperform global searchdiv >< plstm hyperparameter optimizationhybrid prediction modellstm </ psearch spacelstm modeltime seriesterm patternsterm memorysuperior abilitystudy proposesrmse ),research offersproposed modelpredictive accuracyneural networksmarket regulationinvestment decisioninitial populationincreasing complexitygeneralization capabilityeconomic planningcritical role<p>V V Performance comparison of different prediction models across evaluation metrics.</p>2025-08-27T17:28:38ZImageFigureinfo:eu-repo/semantics/publishedVersionimage10.1371/journal.pone.0330324.g017https://figshare.com/articles/figure/V_V_Performance_comparison_of_different_prediction_models_across_evaluation_metrics_/29997693CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/299976932025-08-27T17:28:38Z |
| spellingShingle | V V Performance comparison of different prediction models across evaluation metrics. Wu Huiyong (21743545) Science Policy Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified provides valuable insights integrates genetic algorithm global financial markets experimental results demonstrate effective modeling strategy conduct local refinement capture nonlinear dependencies perform global search div >< p lstm hyperparameter optimization hybrid prediction model lstm </ p search space lstm model time series term patterns term memory superior ability study proposes rmse ), research offers proposed model predictive accuracy neural networks market regulation investment decision initial population increasing complexity generalization capability economic planning critical role |
| status_str | publishedVersion |
| title | V V Performance comparison of different prediction models across evaluation metrics. |
| title_full | V V Performance comparison of different prediction models across evaluation metrics. |
| title_fullStr | V V Performance comparison of different prediction models across evaluation metrics. |
| title_full_unstemmed | V V Performance comparison of different prediction models across evaluation metrics. |
| title_short | V V Performance comparison of different prediction models across evaluation metrics. |
| title_sort | V V Performance comparison of different prediction models across evaluation metrics. |
| topic | Science Policy Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified provides valuable insights integrates genetic algorithm global financial markets experimental results demonstrate effective modeling strategy conduct local refinement capture nonlinear dependencies perform global search div >< p lstm hyperparameter optimization hybrid prediction model lstm </ p search space lstm model time series term patterns term memory superior ability study proposes rmse ), research offers proposed model predictive accuracy neural networks market regulation investment decision initial population increasing complexity generalization capability economic planning critical role |