A methodology to assess the intrinsic discriminative ability of a distance function and its interplay with clustering algorithms for microarray data analysis

Table 3 BMI vs F

The Pearson correlation between the BMI and F values computed on all the clustering solutions mapped in the CROC of each of the considered distances, for each dataset. For Gaussian5, the d_MI is not computed due to the small number of features. The strong correlation values are shown in bold, while the weak correlations in grey.

ISSN: 1471-2105