The insights available through effective machine learning ... feature selection can help. Feature selection is the process of choosing which features will be used by the algorithm. This step ...

Garbage in, garbage out. This fundamental (and quite reasonable) limitation of any machine learning technique is addressed by feature selection: choosing a good set of features upon which to build ...