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SA_MODEL – AI Model by sag-uniroma2 | AlphaNeural AI
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SA_MODEL
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text-classification
en
google-bert/bert-base-cased
finetune
apache-2.0
us
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Task Title
Sustainability Frameworks (GRI & SDG) Alignment (SA)
Task Description
Binary classification model for detecting whether a paragraph is aligned with sustainability reporting integrated GRI and SDG frameworks.
Dataset Summary
Total samples: 1,273
Relevant: 973
Irrelevant: 300
Model
Base model:
bert-base-cased
Performance
Accuracy:
97.7% ± 1.4
Macro F1:
96.8% ± 2.0
Results are reported as Mean ± SD across 10-fold cross-validation, where each fold was used once as the test set.