Table 3.
Gene Selection Method | Samples | t-statistics | SAM | Adaptive Ranking | Combined Adaptive Ranking | Two-way Clustering | Unified Ranking |
Training | 38 | 33 | 35 | 36 | 36 | 38 | 38 |
Testing | 34 | 25 | 28 | 29 | 30 | 30 | 33 |
Samples, The total number of samples for training and testing; Other Columns, Number of samples classified correctly by individual methods; Example, number of training samples classified correctly by using t-statistics is 33 out of 38; The same procedure is followed for other columns of table 3 and for the tables 5, 7, 9 and 11.