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. 2018 Apr 13;13(4):e0195478. doi: 10.1371/journal.pone.0195478

Table 7. The percentage hit rate in the top 1% of the ranked database retrieved by WS-ELM and CWS-ELM in conjunction with Jaccard/Tanimoto (JT) and Sokal/Sneath(1) (SN1).

Figures in bold face represent the best performance.

Class WS-ELM CWS-ELM
Random K-Means SVC
JT SN1 JT SN1 JT SN1
I01 25.50 25.88 28.88 28.50 32.88 33.25
54.24 48.91 51.09 53.79 49.72 69.87
I02 27.13 28.00 27.25 25.88 28.50 29.63
54.85 45.51 54.32 46.16 50.21 71.03
I03 27.25 27.63 28.38 26.63 24.13 27.50
57.59 57.26 62.97 63.13 54.79 74.82
I04 26.00 25.25 20.38 22.88 25.25 30.88
52.56 58.63 47.24 55.29 55.56 79.31
I05 22.13 23.00 24.63 23.50 21.13 23.00
63.01 68.76 69.84 71.63 52.32 73.99
I06 2.25 2.63 2.25 2.25 4.13 3.88
37.26 36.51 34.62 37.40 52.21 66.28
I07 3.75 3.38 3.00 2.75 3.63 4.00
52.22 55.82 49.81 50.19 53.32 74.41
I08 7.63 7.25 7.00 8.38 7.25 8.88
52.94 54.00 51.47 47.78 53.65 68.66
I09 3.75 4.25 3.88 4.25 4.38 5.25
42.60 46.38 39.71 37.76 52.71 67.00
I10 5.88 6.88 6.50 5.75 6.88 8.50
55.90 64.40 59.72 62.51 51.26 71.51
I11 4.50 6.50 5.13 6.38 6.13 6.00
50.57 55.26 50.28 54.00 51.32 69.66
I12 4.38 4.88 4.75 4.88 4.75 4.88
51.84 55.53 51.00 50.51 51.00 69.50
I13 6.38 6.75 6.63 6.63 6.88 6.75
51.84 56.22 48.25 47.44 52.12 71.26
I14 2.88 3.00 1.63 1.25 1.88 1.75
36.93 41.22 43.65 49.06 51.90 67.59
I15 8.63 8.50 8.25 8.13 9.13 8.25
62.90 67.49 67.78 69.82 54.74 71.01
I16 5.63 5.88 4.63 4.75 5.63 7.50
46.60 46.37 38.59 41.44 53.76 69.51
I17 9.88 10.88 10.00 11.00 12.00 11.50
60.29 66.09 56.71 59.06 52.68 71.53
Mean 11.38 11.79 11.36 11.40 12.03 13.02
52.01 54.38 51.59 52.76 52.54 71.00