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Enhanced Software Defect Prediction Using Ensemble Learning with Correlation-Based Feature Selection and SMOTE
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| Published in: | Ethiopian Journal of Science and Sustainable Development |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2025
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| Subjects: | |
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| _version_ | 1868553747962003456 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Ethiopian Journal of Science and Sustainable Development |
| description | |
| discipline_display | African Open Access — Environmental Science |
| discipline_facet | African Open Access — Environmental Science |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:85965 |
| institution | FRELIP |
| journal_source_facet | Ethiopian Journal of Science and Sustainable Development |
| last_indexed | 2026-06-20T21:41:43.353Z |
| publishDate | 2025 |
| publishDateSort | 2025 |
| record_format | rss_article |
| spellingShingle | Enhanced Software Defect Prediction Using Ensemble Learning with Correlation-Based Feature Selection and SMOTE African Open Access — Environmental Science General African Open Access — Environmental Science |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | African Open Access — Environmental Science General African Open Access — Environmental Science |
| subject_facet | African Open Access — Environmental Science General African Open Access — Environmental Science |
| title | Enhanced Software Defect Prediction Using Ensemble Learning with Correlation-Based Feature Selection and SMOTE |
| title_alt | Predicción Mejorada de Defectos de Software Usando Aprendizaje por Conjuntos con Selección de Características Basada en Correlación y SMOTE Prédiction améliorée des défauts logiciels à l'aide de l'apprentissage d'ensemble avec sélection de caractéristiques basée sur la corrélation et SMOTE Predição Aprimorada de Defeitos de Software Usando Aprendizado Ensemble com Seleção de Características Baseada em Correlação e SMOTE |
| title_auth | Enhanced Software Defect Prediction Using Ensemble Learning with Correlation-Based Feature Selection and SMOTE |
| title_es_txt | Predicción Mejorada de Defectos de Software Usando Aprendizaje por Conjuntos con Selección de Características Basada en Correlación y SMOTE |
| title_fr_txt | Prédiction améliorée des défauts logiciels à l'aide de l'apprentissage d'ensemble avec sélection de caractéristiques basée sur la corrélation et SMOTE |
| title_full | Enhanced Software Defect Prediction Using Ensemble Learning with Correlation-Based Feature Selection and SMOTE |
| title_fullStr | Enhanced Software Defect Prediction Using Ensemble Learning with Correlation-Based Feature Selection and SMOTE |
| title_full_unstemmed | Enhanced Software Defect Prediction Using Ensemble Learning with Correlation-Based Feature Selection and SMOTE |
| title_pt_txt | Predição Aprimorada de Defeitos de Software Usando Aprendizado Ensemble com Seleção de Características Baseada em Correlação e SMOTE |
| title_short | Enhanced Software Defect Prediction Using Ensemble Learning with Correlation-Based Feature Selection and SMOTE |
| title_sort | enhanced software defect prediction using ensemble learning with correlation-based feature selection and smote |
| topic | African Open Access — Environmental Science General African Open Access — Environmental Science |
| url | https://ejssd.astu.edu.et/index.php/EJSSD/article/view/1111 |