Logistic regression reaches 97.26% accuracy and F1 on Indonesian review sentiment, marginally beating BiLSTM with attention at 97.24% on the held-out test set.
PyCaret: An open source, low-code machine learning library in Python.https://pycaret.org, 2020
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Benchmarking Logistic Regression, SVM, and LightGBM Against BiLSTM with Attention for Sentiment Analysis on Indonesian Product Reviews
Logistic regression reaches 97.26% accuracy and F1 on Indonesian review sentiment, marginally beating BiLSTM with attention at 97.24% on the held-out test set.