Table 7.

F-scores for the features that yielded the best prediction results for cancerous vs fractured. As well as the connectivity measures and the Laplacian features the shortest path related measures such average eccentricity and number of central points are important.

Red Clustering Coefficient	1.07
Red Normalized Laplacian Energy	0.94
Red Percentage of Isolated Points	0.81
Red Normalize Laplacian Trace	0.77
Red Average Eccentricity 90	0.76
Red Average Degree	0.71
Blue Giant Connected Ratio	0.67
Blue Clustering Coefficient	0.66
Blue Percentage of Isolated Points	0.61
Blue Percentage of Central Points	0.61