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balanced-accuracy

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MoriochoRadio / multimodal-bias-vqa

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Multimodal BBQ (bias) visual question answering: pick the right answer from image + context + question + 3 options, and answer "unknown" when evidence is insufficient. Offline, open-weights Qwen2.5-VL (4-bit) + balanced chain-of-thought. Public Balanced Accuracy 0.883.

pytorch kaggle vqa bias bbq vlm visual-question-answering multimodal vision-language dacon balanced-accuracy huggingface-transformers uncertainty-calibration llm prompt-engineering chain-of-thought offline-inference qwen2-5-vl 4-bit-quantization open-weights
  • Updated Jun 22, 2026
  • Python

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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