Table 1 Detail of eight cancer microarray data
Data set | Number of classes | Number of genes | Class balance ±  | Number of samples | Brief description |
|---|---|---|---|---|---|
Colon cancer [48] | 2 | 2000 | (22\40) | 62 | Colon cancer data gathered from patients who had tumor biopsies reveal that both routine positive biopsies and negative tumors come from healthy portions of the same patients' colons |
Acute leukemia [49] | 2 | 7129 | (47\25) | 72 | Acute Leukemia consists of two categories: category 1 is the Acute Myeloid Leukemia (AML) with 47 samples and category 2 is Lymphoblastic Leukemia (ALL) with 25 |
Prostate tumor [50] | 2 | 12,600 | (50\52) | 102 | Prostate tumor data was acquired from two types of samples: non-tumor (normal) and tumor samples (cancer) |
High-grade Glioma [51] | 2 | 12,625 | (28\22) | 50 | High-grade Glioma contains glioblastomas and anaplastic oligodendrogliomas from brain tumor tissues |
Lung cancer II [52] | 2 | 12,533 | (31\150) | 181 | Lung cancer II comprises of Malignant Pleural Mesothelioma (MPM) and Adenocarcinoma (ADCA) tissue samples of the lung |
Leukemia 2 [53] | 3 | 7129 | (28\24\20) | 72 | The Leukemia 2 data set includes three types of samples: 28 AML samples, 24 ALL samples, and 20 MLL samples |
Breast [54] | 2 | 24,481 | (51\46) | 97 | Breast cancer data include two type of samples: non-relapse 51 samples and relapse 46 samples |
Ovarian [55] | 2 | 15,154 | (162\91) | 253 | Ovarian cancer data include 162 cancer samples and normal 91 samples |