Text Classification
The model is trained from the dataset that was scraped from online shopping sites, where we focus mostly on product reviews on multiple categories including female fashion, male fashion, cosmetic, electronic devices & gadgets, etc. This model is specifically trained to predict whether the reviews are associated with the following 4 topics: product quality, product price, services, and freight.
Base Model - Product Review
Provider: VISAI.ai
For training the model, each categorical label is transformed into binary classification problem and subjected to our Customized AI: Text Classification, the models are pooled together to create one module that predicts each category. Note our model was exclusively trained with product review data from online shopping sites. Therefore, the model performance could be worsened for product reviews which have different characteristics from online shopping. For example, review from social media comment or food delivery services might use significantly different language from product review, it is expected that in such case, our model performance would be worsen.
Authentication
Text Classification requires API key for API request. Go to VISAI Console - API Key to create and get your API Key.
- X-API-Key