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algorithm-bias

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atharvaa45 / Predictive-Analytics-Student-Retention-Fairness-Aware-Intervention

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End-to-end predictive analytics pipeline for student retention using imbalanced academic data, stacked ML models, recall-optimized decision thresholds, and fairness-aware evaluation with cost–benefit analysis.

data-science machine-learning random-forest pca classification ensemble-learning feature-engineering support-vector-machines predictive-analytics fairness imbalanced-data model-evaluation average-precision responsible-ai recall-optimization algorithm-bias
  • Updated Jan 31, 2026
  • Jupyter Notebook

Pelimon / Predictive-Analytics-Student-Retention-Fairness-Aware-Intervention

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📊 Identify at-risk students with a predictive analytics system that ensures fair, effective retention strategies across diverse demographic groups.

data-science machine-learning random-forest pca classification ensemble-learning feature-engineering support-vector-machines predictive-analytics fairness imbalanced-data model-evaluation average-precision responsible-ai recall-optimization algorithm-bias
  • Updated Feb 14, 2026
  • Jupyter Notebook

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