Table 3.
Comparison of the F1-measure standard deviations for the 20 testing sets between DectICO and the sequence-composition-based method
| 3-mer | 4-mer | 5-mer | 6-mer | 7-mer | 8-mer | ||
|---|---|---|---|---|---|---|---|
| Asthma | com-based | 0.039 | 0.040 | 0.052 | 0.046 | 0.039 | 0.043 |
| DectICO | 0.013 | 0.011 | 0.039 | 0.023 | 0.012 | 0.026 | |
| IBD | com-based | 0.031 | 0.043 | 0.038 | 0.038 | 0.064 | 0.040 |
| DectICO | 0.017 | 0.024 | 0.029 | 0.022 | 0.027 | 0.022 | |
| T2D | com-based | 0.052 | 0.052 | 0.052 | 0.047 | 0.052 | 0.054 |
| DectICO | 0.028 | 0.030 | 0.030 | 0.029 | 0.032 | 0.029 |
The generality of DectICO and the sequence-composition-based algorithm was compared with the standard deviations of the F1-measure for different testing sets in our generality test