Several judicial rulings, white papers and conferences have addressed typical legal concerns in relation to the quality of machine learning. In the paper we address two of these very common concerns in document reduction and legal review and investigate their relation with machine learning quality in more detail. First, we investigated the impact of the quality of training documents on the overall classification results and the use of machine learning with Support Vector Machines
The Science Behind TAR For myself, I am an avid fan of artificial intelligence and machine learning...The choices that are made during this translation can highly influence the results of the machine learning algorithms