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low test accuracy in Sentiment classification with LEAF's Sent140 tutorial? #34
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JohnlNguyen
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Feb 10, 2022
Summary: ## What? Fix tutorial to word embedding to resolve the poor accuracy problem ## Why? facebookresearch#34 Differential Revision: D34149392 fbshipit-source-id: 62f0713b8eb898c4a3175940be6f82ecee2a946b
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❓ Questions and Help
Until we move the questions to another medium, feel free to use this as your question:
Question
I tried this tutorial https://github.com/facebookresearch/FLSim/blob/main/tutorials/sent140_tutorial.ipynb
And accuracy is less that random guess (50%)!
Any suggestions or approaches to improve accuracy for this tutorial?
from tutorial:
Running (epoch = 1, round = 1, global round = 1) for Test
(epoch = 1, round = 1, global round = 1), Loss/Test: 0.8683878255035598
(epoch = 1, round = 1, global round = 1), Accuracy/Test: 49.61439588688946
{'Accuracy': 49.61439588688946}
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