Table 2.
Genus |
CDS |
Non-CDS |
Genus |
CDS |
Non-CDS |
|||||
---|---|---|---|---|---|---|---|---|---|---|
Correct genus (%) | Correct taxon group (%) | Correct genus (%) | Correct taxon group (%) | Correct genus (%) | Correct taxon group (%) | Correct genus (%) | Correct taxon group (%) | |||
Bacteria | Acidithiobacillus | 57 | 78 | 51 | 72 | Microbacterium | 87 | 96 | 60 | 89 |
Acidobacterium | 62 | 62 | 40 | 40 | Micrococcus | 93 | 97 | 48 | 89 | |
Agrobacterium | 65 | 84 | 50 | 65 | Myxococcus | 88 | 89 | 27 | 39 | |
Anabaena | 41 | 57 | 56 | 78 | Nitrobacter | 66 | 90 | 42 | 71 | |
Azorhizobium | 87 | 97 | 49 | 80 | Nitrosococcus | 51 | 66 | 42 | 69 | |
Azotobacter | 75 | 87 | 55 | 71 | Nitrosomonas | 45 | 45 | 33 | 33 | |
Bacillus | 53 | 53 | 64 | 64 | Nitrosospira | 60 | 60 | 70 | 72 | |
Bdellovibrio | 61 | 64 | 63 | 66 | Nocardia | 79 | 89 | 25 | 44 | |
Beijerinckia | 65 | 83 | 56 | 66 | Nostoc | 58 | 60 | 62 | 68 | |
Bradyrhizobium | 84 | 88 | 41 | 61 | Oscillatoria | 58 | 58 | 66 | 66 | |
Caulobacter | 79 | 91 | 43 | 59 | Pseudanabaena | 76 | 77 | 48 | 53 | |
Clostridium | 81 | 85 | 90 | 92 | Pseudomonas | 77 | 95 | 52 | 64 | |
Cyanobacterium | 72 | 73 | 61 | 61 | Pseudonocardia | 88 | 96 | 29 | 74 | |
Desulfotomaculum | 49 | 54 | 43 | 69 | Rhizobium | 70 | 81 | 48 | 60 | |
Desulfovibrio | 43 | 52 | 52 | 55 | Rhodobacter | 85 | 94 | 32 | 66 | |
Erwinia | 71 | 87 | 47 | 81 | Rickettsia | 68 | 68 | 67 | 67 | |
Frankia | 72 | 90 | 18 | 50 | Shewanella | 75 | 83 | 83 | 86 | |
Geobacter | 61 | 67 | 47 | 54 | Sinorhizobium | 67 | 83 | 51 | 69 | |
Klebsiella | 79 | 95 | 59 | 77 | Sphingomonas | 76 | 92 | 31 | 71 | |
Kocuria | 88 | 97 | 52 | 89 | Streptomyces | 89 | 96 | 55 | 56 | |
Leuconostoc | 62 | 72 | 41 | 73 | Variovorax | 85 | 85 | 41 | 41 | |
Mesorhizobium | 70 | 90 | 40 | 58 | Xanthomonas | 91 | 94 | 48 | 60 | |
Methylococcus | 76 | 87 | 60 | 82 | ||||||
Average accuracy | 3185/4500 | 3587/4500 | 2238/4500 | 2970/4500 | Mean percentage of correct predictions | 71% | 80% | 50% | 66% | |
Fungi | AMF | 49 | 49 | 72 | 72 | Oidiodendron | 68 | 68 | 71 | 71 |
Aspergillus | 72 | 72 | 77 | 77 | Phanerochaete | 52 | 67 | 66 | 91 | |
Cenococcum | 54 | 66 | 88 | 90 | Scleroderma | 76 | 87 | 68 | 89 | |
Cryptococcus | 72 | 87 | 78 | 89 | Sebacina | 58 | 89 | 66 | 90 | |
Mycosphaerella | 88 | 93 | 69 | 81 | ||||||
Average accuracy | 589/900 | 678/900 | 655/900 | 750/900 | Mean percentage of correct predictions | 65% | 75% | 73% | 83% |
Note: Average accuracy was calculated by dividing sum of correct predictions by total number of predictions made. For example, 3185 out of 4500 sequences were correctly classified to its taxonomic group at the rank of genus in testing bacterial CDS. Mean percentage of correct predictions was calculated by multiplying average accuracy by 100. For example, for bacterial CDS, (3185/4500) × 100 = 71. After genus in an answer was converted to a corresponding taxonomic group in the 13 taxon groups, the mean percentage of correct predictions (Correct taxon group %) was calculated. 13 taxon groups are indicated in the section, Scoring methods.