Research Paper
Table 2. Hyper-parameters which were used in experiments for News20, BBC & BBC-Sports datasets
['[BOLD] Hyper-parameter', 'News20', 'BBC', 'BBC-Sports']
All experiments were carried on a Dell Precision Tower 7910 server with Quadro M5000 GPU with 8 GB of memory. The word embeddings were randomly initialized and trained along with the model. For testing purposes the algorithm was tested using 10-fold cross-validation scheme. The learning rate is regulated over the training epochs, it is decreased to 0.3 times its previous value after every 10 epochs.