Figure 3.

Average of absolute correlation (AAC) at each stage and its relationship with NB, SVM. The top panel gives the AAC for each dataset. ‘Original’ refers to the entire dataset; ‘filtering’ refers to the stage after the procedures in Section 5.1; ‘Detailed evaluation’ refers to the stage at the end of Section 5.2. The bottom panels show the relationship between the AAC on the original dataset with NB, BMSF-NB, SVM, and BMSF-SVM classifiers. The original AAC appears to be reversely related to the accuracy of NB. The relationship of the original AAC with SVM is not obvious. BMSF-NB and BMSF-SVM are much less influenced by the original AAC.

Zhang et al. BMC Bioinformatics 2012 13:298   doi:10.1186/1471-2105-13-298
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