readme: ---
  license: afl-3.0
  language: "he"
  tags:
  - Text Classification
  widget:
  - text: "היער השחור והגדול"
  - text: "ואז הוא הלך לטייל בתוך היער השחור והגדול"
  datasets:
  - orisuchy/Descriptive_Sentences_He
  metrics:
  - accuracy
  - f1
  
  ---
  # **Descriptive Sentences Classifier**
  
  Based on [AlephBERT](https://huggingface.co/onlplab/alephbert-base) model.
  
  # **Metrics**
  [accuracy](https://huggingface.co/metrics/accuracy): 0.813953488372093
  </br>
  [f1](https://huggingface.co/metrics/f1): 0.8181818181818182
  ## How to Use the model:
  ```python
  from transformers import pipeline
  classifier = pipeline("text-classification",model='orisuchy/Descriptive_Classifier', return_all_scores=True)
  outputs = classifier("מסווג חתיך במיוחד")
  print(outputs)
  
  """
  Output:
  [[
  {'label': 'Descriptive', 'score': 0.999764621257782},
  {'label': 'Not Descriptive', 'score': 0.00023541577684227377}]]
  """
  ```
  #### Or, if you want only the final class:
  ```python
  from transformers import pipeline
  classifier = pipeline("text-classification",model='orisuchy/Descriptive_Classifier')
  output = classifier("הלכתי אליו הביתה וחיכיתי")
  print(output)
  
  """
  Output:
  [{'label': 'Not Descriptive', 'score': 0.999901533126831}]
  """
  ```
  Created by Daniel Smotritsky & Ori Suchy
  <br>
  [GitHub](https://github.com/orisuchy/miniProject_DHU)
  <iframe src="https://wandb.ai/orisuchy/huggingface/reports/Shared-panel-22-03-01-15-03-08--VmlldzoxNjI5MjM0?highlightShare" style="border:none;height:1024px;width:100%">
  
  
  