Skip to main content
. 2020 Dec 18;18(5):601–612. doi: 10.1016/j.gpb.2018.07.010

Table 2.

Mean percentages of correct predictions at the rank of genus and at the higher ranks of 13 taxon groups

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.