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almohanad.hafez
NLP-Project
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52736320
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52736320
authored
Oct 17, 2024
by
Almouhannad
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# ***NLP course project***
***Part1-Morphological analyzer**
*
***Almouhannad Hafez + Mariam Khierbek**
*
> ***Description:***
> Classifying symptom (as a text data) into a disease
> [Dataset link](https://www.kaggle.com/datasets/niyarrbarman/symptom2disease)
----
> ***Contents:***
> - **Data folder**: Containing dataset and train and test sets
> - **Constants.py**: Some fixed values to use in other files as `CONSTANTS` class
> - **1.1-Preprocessing.ipynb**: Preprocessing on dataset (Cleaning, ...)
> - **1.2-Morphological-Analyzer-Classifier.ipynb**: A classifier using :
> - Portal Stemmer
> - TF-IDF
> - Naive Bayes
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