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balanced-accuracy

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thepedromendes / Multivariate-Data-Analysis-Higher-Education-Institution-Classification

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This repository contains the computational project developed for the Data Analysis Statistics (EAD) course. The primary objective is to explore, segment, and classify higher education institutions as Public or Private (bl_private) based on academic, demographic, and financial indicators.

cross-validation pca-analysis supervised-learning logistic-regression preprocessing feature-engineering predictive-modeling lda unsupervised-learning kmeans-clustering f1-score knn-classification elbow-method qda auc-roc-score balanced-accuracy silhouette-method
  • Updated Jun 3, 2026
  • R

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