Table 1 Characterization of data sets used to assess the Ensemble algorithms (AdaBoost, Bagging and Ensemble Selection
Data Sets | Number of | Positive | Negative | Total |
|---|---|---|---|---|
Attributes | Examples | Examples | Examples | |
S12 | 1602 | 128 | 128 | 256 |
H11 | 1461 | 120 | 120 | 240 |
ERYT21 | 1592 | 118 | 118 | 236 |
HYP11 | 1706 | 130 | 130 | 260 |
HYP21 | 1944 | 194 | 194 | 388 |
BG11 | 1546 | 97 | 97 | 194 |
BG21 | 1631 | 115 | 115 | 230 |
BG31 | 1859 | 149 | 149 | 298 |
LUNG21 | 1535 | 120 | 120 | 240 |