corpous involved complaints lodged by consumers for different company. Complaint are classified into following different categories.
- 'Debt collection'
- 'Credit card or prepaid card'
- 'Mortgage'
- 'Checking or savings account'
- 'Student loan'
- 'Vehicle loan or lease'
cleaning text data,Setting up features(tfIdf vectoriser) setting NLP pipeline, model selection(H2oAutoML), model evaluation, handling imbalanced dataset among others
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Topic Modelling using LDA From NLP Playlist
In natural language processing, the latent Dirichlet allocation (LDA) is a generative statistical model that allows sets of observations to be explained by unobserved groups that explain why some parts of the data are similar