Class distribution of microarray data sets after over sampling
Disease | Source | Before Over Sampling | After Over Sampling |
---|---|---|---|
DMD | Haslett et al. (2002) | 12 DMD, 12 Control | 17 DMD, 19 Control |
DMD | Pescatori et al. (2007) | 22 DMD, 14 Control | 22 DMD, 14 Control |
Leukemia | Golub et al. (1999) | 47 ALL, 25 AML | 47 ALL, 25 AML |
Leukemia | Armstrong et al. (2002) | 24 ALL, 24 AML | 37 ALL, 35 AML |
ALL | Yeoh et al. (2002) | 15 BCR-ABL, 27 E2A-PBX1 | 15 BCR-ABL, 27 E2A-PBX1 |
ALL | Ross et al. (2004) | 15 BCR-ABL, 18 E2A-PBX1 | 19 BCR-ABL, 23 E2A-PBX1 |
The “Disease” column states the disease type of the data set pairs, the “Source” column denotes the source of each data set, the “Before Over Sampling” column shows the class distribution of the data sets before oversampling, the “After Over Sampling” column shows the class distribution of the data sets after over sampling the smaller data set in the pair (cf. for Table 7 abbreviations).