Text Classification

Text Classification using TensorFlow

Project Criteria

  • The dataset to be used is free, but has a minimum of 1000 samples.
  • Must use LSTM in model architecture.
  • Must use sequential model.
  • Validation set is 20% of the total dataset.
  • Must use Embedding.
  • Must use tokenizer function.
  • The accuracy of the model is at least 75% on the train set and validation set.

Dataset

I'm using a dataset from Kaggle and put it into my Google Drive to make it easier to process.

Model Accuracy

Libraries used (python)

TensorFlow
Matplotlib