Table 2.
10-fold cross validation results for the full BM45 set and five subsets with 5, 10, 15, 20, and 25 top ranked attributes.
BM45 (88 end-points) | Top 5 | Top 10 | Top 15 | Top 20 | Top 25 | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
TP | FP | TP | FP | TP | FP | TP | TP | TP | FP | TP | FP | |
S | 31 | 14 | 31 | 14 | 33 | 12 | 33 | 33 | 35 | 10 | 36 | 9 |
L | 35 | 10 | 32 | 13 | 40 | 5 | 40 | 40 | 40 | 5 | 39 | 6 |
Acc, % | 73.3 | 70.0 | 78.9 | 81.1 | 83.3 | 83.3 |
S = short survivor class; L = long survivor class; Acc = accuracy; TP = true positive; FP = false positive.