Classifying Movie Reviews With Natural Language Framework

Create a new Text Classifier Model Project in Create ML and add the training folder. You can choose any of the techniques to train your model and go have a cup of coffee while the training and validation happens. It took me 4 hours to get a Transfer learning model trained. Here's an illustration that compares the model metrics across the two techniques in Text Classification: The transfer learning based model extrapolates better. Though you can try achieving better accuracy by increasing the dataset size(TL model training took four hours on a dataset of 15000 texts for me).