Table 2.
Evaluation of HIV-1 classification with CASTOR
Classification | # of classes | # of instances | [min - max] instances/class | TPR | FPR | F-measure | Classifier ID | |
---|---|---|---|---|---|---|---|---|
Complete genomes | Groups (M, N, O and P) | 4 | 76 | [4 – 32] | 1.000 | 0.000 | 1.000 | PMVHIVGC01 |
Pure subtypes | 6 | 189 | [30 – 36] | 0.995 | 0.001 | 0.995 | PMVHIVGC02 | |
CRFs | 12 | 234 | [10 – 30] | 1.000 | 0.000 | 1.000 | PMVHIVGC03 | |
Pure subtypes and CRFs | 18 | 423 | [10 – 36] | 0.981 | 0.001 | 0.981 | PMVHIVGC04 | |
Pure subtypes vs CRFs | 2 | 200 | [100 – 100] | 0.795 | 0.205 | 0.795 | PMVHIVGC05 | |
pol fragments | Groups (M, N, O and P) | 4 | 94 | [4 – 45] | 1.000 | 0.000 | 1.000 | PMVHIVPL01 |
Pure subtypes | 6 | 1800 | [300 – 300] | 0.983 | 0.003 | 0.983 | PMVHIVPL02 | |
CRFs | 16 | 480 | [30 – 30] | 0.971 | 0.002 | 0.971 | PMVHIVPL03 | |
CRFs | 6 | 1200 | [200 – 200] | 0.993 | 0.001 | 0.993 | PMVHIVPL04 | |
Pure subtypes and CRFs | 23 | 690 | [30 – 30] | 0.920 | 0.004 | 0.919 | PMVHIVPL05 | |
Pure subtypes and CRFs | 12 | 2400 | [200 – 200] | 0.962 | 0.003 | 0.962 | PMVHIVPL06 | |
Pure subtypes vs CRFs | 2 | 200 | [100 – 100] | 0.885 | 0.115 | 0.885 | PMVHIVPL07 |
This table contains the TPR, FPR and F-measure of 12 HIV-1 classifications obtained with 10-fold cross-validation analysis. For each classification, the number of corresponding classes and instances are given. The range [min-max] indicates the interval of instance frequencies per class used during the training of each model. The column Classifier ID contains the corresponding models available in CASTOR platform