{"id":1002642,"date":"2026-02-22T04:26:23","date_gmt":"2026-02-22T01:26:23","guid":{"rendered":"https:\/\/iutt.edu.ye\/graduation-projects\/evaluating-student-performance-and-predicting-academic-outcomes\/"},"modified":"2026-02-22T04:26:23","modified_gmt":"2026-02-22T01:26:23","slug":"evaluating-student-performance-and-predicting-academic-outcomes","status":"publish","type":"graduation_project","link":"https:\/\/iutt.edu.ye\/ar\/graduation-projects\/evaluating-student-performance-and-predicting-academic-outcomes\/","title":{"rendered":"\u062a\u0642\u064a\u064a\u0645 \u0623\u062f\u0627\u0621 \u0627\u0644\u0637\u0644\u0627\u0628\n\u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629."},"content":{"rendered":"
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The main idea of \u200b\u200bthis research is to create a highly reliable and robust machine learning system capable of accurately predicting student performance.<\/p>\n\n\n\n

This reliability is achieved using advanced validation techniques (nested validation) to prevent overfitting the model, as well as systematic rebalancing strategies to ensure the model performs fairly across all student categories, especially the minority at risk of failure.<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"

The main idea of \u200b\u200bthis research is to create a highly reliable and robust machine learning system capable of accurately predicting student performance. This reliability is achieved using advanced validation techniques (nested validation) to prevent overfitting the model, as well as systematic rebalancing strategies to ensure the model performs fairly across all student categories, especially the minority at risk of failure.<\/p>\n","protected":false},"featured_media":999276,"template":"","faculty":[48],"department":[55],"program":[65],"academic_year":[230],"semester":[],"class_list":["post-1002642","graduation_project","type-graduation_project","status-publish","has-post-thumbnail","hentry","faculty-https-lib-iutt-edu-ye-wordpress-iutt-computer-science-and-information-technology","department-business-information-technology-department","program-https-lib-iutt-edu-ye-wordpress-computer-science-and-information-technology-business-information-technology-department-business-information-technology","academic_year-230"],"acf":[],"yoast_head":"\nEvaluating student performance and predicting academic outcomes. - International University of Technology Twintech<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/iutt.edu.ye\/ar\/graduation-projects\/evaluating-student-performance-and-predicting-academic-outcomes\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Evaluating student performance and predicting academic outcomes.\" \/>\n<meta property=\"og:description\" content=\"The main idea of \u200b\u200bthis research is to create a highly reliable and robust machine learning system capable of accurately predicting student performance. 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