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. 2019 Apr 24;6(2):024501. doi: 10.1117/1.JMI.6.2.024501

Table 2.

Feature importance of proposed DP image and molecular features obtained using the DP-TCGA dataset and RF classifier.

    CoC 1 CoC 2 CoC 3 CoC 4 CoC 5
Area Rank 10 12 6 3 4
Score 0.04 0.03 0.06 0.10 0.09
Perimeter Rank 10 16 6 1 5
Score 0.04 0.02 0.06 0.18 0.07
Major axis Rank 9 12 12 6 12
Score 0.05 0.03 0.03 0.06 0.03
Mutation of IDH
Molecular Rank     2    
Score     0.11    

Note: CoC, centroids of cluster.