readme: ---
  language: 
  - es
  
  tags:
  - Text Classification
  
  ---
  
  ## language:  
    - es
  
  ## tags:
    - amazon_reviews_multi
    - Text Clasiffication
  
  ### Dataset
  
  ![alt text](https://github.com/LuisU0124/IImage-NLP/blob/main/tokenmiz.png?raw=true)
  
  ### Example structure review:
  
  | review_id (string) | product_id (string) | reviewer_id (string) | stars (int) | review_body (string) | review_title (string) |	language (string) | product_category (string) |
  | ------------- | ------------- | ------------- | ------------- | ------------- | ------------- | ------------- | ------------- |
  | de_0203609|product_de_0865382|reviewer_de_0267719|1|Armband ist leider nach 1 Jahr kaputt gegangen|Leider nach 1 Jahr kaputt|de|sports|
  
  ### Model
  
  ![alt text](https://github.com/LuisU0124/IImage-NLP/blob/main/Model.png?raw=true)
  
  ### Model train
  
  ![alt text](https://github.com/LuisU0124/IImage-NLP/blob/main/model%20train.png?raw=true)
  
  | Text | Classification |
  | ------------- | ------------- |
  | review_body | stars |
  
  ### Model test
  
  ![alt text](https://github.com/LuisU0124/IImage-NLP/blob/main/test%20model.png?raw=true)
  
  
  ### Clasiffication reviews in Spanish
  
  Uses `POS`, `NEG` labels.