Table 4.
Overall comparison of the WA,S and the WR,S scoring methods.
Dataset | Superior method based on best estimate of accuracy | Superior method based on range of class accuracies | Overall superior method |
BRN | W A,S | Equal | W A,S |
BRN14 | W A,S | W R,S | Undecided |
GCM | Equal | W A,S | W A,S |
NCI60 | Equal | W A,S | W A,S |
PDL | W A,S | W A,S | W A,S |
Lung | W A,S | W R,S | Undecided |
SRBC | Equal | Equal | Equal |
MLL | W A,S | W A,S | W A,S |
AML/ALL | W A,S | W A,S | W A,S |
Comparing the WA,S and the WR,S scoring methods through both best estimate of accuracy and range of class accuracies.