Patrickdg / NLP_Classification-Consumer_Complaints

Implementation of SVM, XGBoost, Bi-LSTM, and BERT NLP models on the Consumer Complaints dataset via Kaggle.

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NLP_Classification-Consumer_Complaints

Implementation of SVM, XGBoost, Bi-LSTM, and BERT NLP models using various embedding methods on the Consumer Complaints dataset via Kaggle.

Post-analysis notebook can be found here.

Data Source

Data is sourced from the (Consumer Complaints dataset via Kaggle)[https://www.kaggle.com/shashwatwork/consume-complaints-dataset-fo-nlp]

Results

Results Table

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Implementation of SVM, XGBoost, Bi-LSTM, and BERT NLP models on the Consumer Complaints dataset via Kaggle.


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Language:Jupyter Notebook 93.6%Language:Python 6.4%