Remove De-duplication Remove Frequency Remove Spot Remove Validation

Machine Learning Problems: The Easy Parts

Contify

From the first look, anyone familiar with machine learning can spot that interesting applications of machine learning fall in steps one and two. So, we implemented de-duplication algorithms to significantly reduce the resources required to process the information in these documents. The features are based on the frequency and importance of entities among other things (discussed at a later point in this post). Inverse document frequency.

Machine Learning Problems: The Easy Parts

Contify

From the first look, anyone familiar with machine learning can spot that interesting applications of machine learning fall in steps one and two. So, we implemented de-duplication algorithms to significantly reduce the resources required to process the information in these documents. The features are based on the frequency and importance of entities among other things (discussed at a later point in this post). Inverse document frequency.