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A Leakage-Aware Machine Learning Pipeline for Credit Default Prediction Using LightGBM
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| Published in: | Journal of Computer Science and Technology Studies |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1868553623598792704 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Journal of Computer Science and Technology Studies |
| description | |
| discipline_display | Computer Science |
| discipline_facet | Computer Science |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:78525 |
| institution | FRELIP |
| journal_source_facet | Journal of Computer Science and Technology Studies |
| last_indexed | 2026-06-20T21:39:56.259Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | A Leakage-Aware Machine Learning Pipeline for Credit Default Prediction Using LightGBM Computer Science General Computer Science |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Computer Science General Computer Science |
| subject_facet | Computer Science General Computer Science |
| title | A Leakage-Aware Machine Learning Pipeline for Credit Default Prediction Using LightGBM |
| title_alt | Un pipeline de aprendizaje automático consciente de fugas para predicción de incumplimiento crediticio usando LightGBM Un pipeline d'apprentissage automatique sensible aux fuites pour la prédiction de défaut de crédit utilisant LightGBM Um Pipeline de Aprendizado de Máquina Ciente de Vazamento para Previsão de Inadimplência de Crédito Usando LightGBM |
| title_auth | A Leakage-Aware Machine Learning Pipeline for Credit Default Prediction Using LightGBM |
| title_es_txt | Un pipeline de aprendizaje automático consciente de fugas para predicción de incumplimiento crediticio usando LightGBM |
| title_fr_txt | Un pipeline d'apprentissage automatique sensible aux fuites pour la prédiction de défaut de crédit utilisant LightGBM |
| title_full | A Leakage-Aware Machine Learning Pipeline for Credit Default Prediction Using LightGBM |
| title_fullStr | A Leakage-Aware Machine Learning Pipeline for Credit Default Prediction Using LightGBM |
| title_full_unstemmed | A Leakage-Aware Machine Learning Pipeline for Credit Default Prediction Using LightGBM |
| title_pt_txt | Um Pipeline de Aprendizado de Máquina Ciente de Vazamento para Previsão de Inadimplência de Crédito Usando LightGBM |
| title_short | A Leakage-Aware Machine Learning Pipeline for Credit Default Prediction Using LightGBM |
| title_sort | a leakage-aware machine learning pipeline for credit default prediction using lightgbm |
| topic | Computer Science General Computer Science |
| url | https://al-kindipublisher.com/index.php/jcsts/article/view/12679 |