Table 1.

Performance of Graph-CNN on metastatic event prediction, depending on normalization

Method	Std	100*AUC	Accuracy, %	F1-weighted, %
Graph-CNN	-	82.57 ±1.25	76.07 ±1.30	75.82 ±1.33
Random Forest	-	81.27 ±1.66	74.23 ±1.73	73.47 ±1.84
Graph-CNN	+	82.16 ±1.25	76.18 ±1.36	75.86 ±1.35
Random Forest	+	81.40 ±1.76	74.74 ±1.67	74.00 ±1.82
glmgraph	+	80.88 ±1.37	75.14 ±1.30	74.73 ±1.39

Std stands for standardization of features (genes)