Feature level correlation (Hall, 1999) was used to identify the most important features as well as to reduce the feature dimension in (Patra et al., 2015a).
we used the correlation based supervised feature selection technique implemented in Weka toolkit 7 to find out the important contributory feature set for audio and lyrics.