Data pre-processing

This component of the learning cycle represents the knowledge base of our algorithm. So, in order to help the learning algorithm give accurate decisions about the unseen data, we need to provide this knowledge base in the best form. Thus, our data may need a lot of cleaning and pre-processing (conversions).