From: VIRsiRNApred: a web server for predicting inhibition efficacy of siRNAs targeting human viruses
S.No | Reference | Technique | Url | siRNA data set | Pearson correlation coefficient | |||
---|---|---|---|---|---|---|---|---|
Train1 | Val2 | V345# | ||||||
1 | [35] | ANN | 2431 | 0.66 | 0.60 | Server not available | ||
2 | [32] | Linear | 2431 | 0.67 | 0.57 | Server not working | ||
3 | [47] | Rule, SVM, RFR | 3589 | 0.85 | 0.59 | 0.12 | ||
4 | [38] | Linear | http://www.med.nagoya-u.ac.jp/neurogenetics/i_Score/i_score.html | 2431 | 0.72 | NA | 0.05 | |
5 | [31] | SVM | NA | 2431, | 0.78 | 0.71 | Server not available | |
6 | [39] | Linear | 702 | 0.77 | 0.60 | 0.18 | ||
7 | [46] | SVM | 2280 | 0.68 | 0.66 | 0.10 | ||
8 | [40]. | SVM | 2431 | 0.77 | 0.53 | 0.09 | ||
9 | [41] | Linear | 2182 | 0.67 | NA | Server not working | ||
10 | [42] | SVM | NA | 2431 | 0.80 | 0.71 | Server not available |