To improve the training process by reducing the training time, Adaptive Skipping Training algorithm named as Half of Threshold (HOT) has been proposed. To perform the fast classification and also to ...

alongside an innovative classification system based on the FastText algorithm. By combining these techniques with an emphasis on recall ratio, we can test the efficacy of each level of the database ...

train_file>: Path to a text file with training data (last column = label 0 or 1) • <lr>: Learning rate • <epochs>: Number of training epochs • --method: Training method (gd, sgd, or mlp) [default: gd] ...

Some through careful phenotyping and categorisation of the patients based on the St George’s classification pathway/algorithm. The St George’s classification algorithm is aimed at providing an ...

Then we have implemented six models and compared them. After comparing them, we observed that SGD model gave the highest accuracy which is 63.18%. After completion of our project, we observed that our ...