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QQ_MODEL – AI Model by sag-uniroma2 | AlphaNeural AI
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sag-uniroma2
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QQ_MODEL
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text-classification
en
google-bert/bert-base-cased
finetune
apache-2.0
us
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Task Title
Qualitative vs Quantitative Sustainability Text Identification (QQ)
Task Description
Binary classification model for distinguishing qualitative sustainability disclosures from quantitative disclosures.
Dataset Summary
Total samples: 707
Qualitative: 589
Quantitative: 118
Model
Base model:
bert-base-cased
Performance
Accuracy:
92.1% ± 3.5
Macro F1:
85.7% ± 6.0
Results are reported as Mean ± SD across 10-fold cross-validation, where each fold was used once as the test set.
