---
title: Marrakech Sentiment Analysis
emoji: 😻
colorFrom: yellow
colorTo: purple
sdk: gradio
sdk_version: 4.19.2
app_file: app.py
pinned: false
---

# Sentiment Analysis for Tourism in Marrakech: Kenza Charfaoui and Stéphane Mussard

## Model

  * Fine tuned model from SieBERT checkpoint (RoBERTa large). See: [SieBERT](https://huggingface.co/siebert/sentiment-roberta-large-english)
  * Binary Classification
  * Dataset: 7,958 positive sentiments (label 1) and 1,437 negative sentiments (label 0)
  * Train / Test : 80/20
  * LEARNING_RATE = 1e-05
  * 3 Epochs
  * Preclassifier 1024*1024 with dropout 0.1
  * Test data: F-measure label 0: 0.9736
  * Test data: F-measure label 1: 0.8547