Classification of historical newspapers content: a tutorial combining R, bash and Vowpal Wabbit, part 2

In part 1 of this series I set up Vowpal Wabbit to classify newspapers content. Now, let’s use the model to make predictions and see how and if we can improve the model. Then, let’s train the model on the whole data.