International Scholarly Research Notices / 2013 / Article / Tab 3 / Research Article
SUMOhunt: Combining Spatial Staging between Lysine and SUMO with Random Forests to Predict SUMOylation Table 3 Accuracy measures on 21-mer, 11-mer, and 7-mer peptides containing target lysine with different combinations of data divided into training and test sets.
% age split +ve train −ve train AC% SN% SP% MCC AUC +ve/−ve in test 21 window size On train 293 291 100 100 100 1.0 1.0 293/291 66% 182 203 82.41 81 84 0.67 0.89 111/88 80% 233 234 88.03 95 80 0.76 0.92 60/57 90% 263 263 89.65 96 82 0.79 0.94 30/28 92% 268 269 93.61 96 90 0.87 0.98 25/22 94% 271 278 94.28 95 92 0.87 0.99 22/13 93% 269 274 87.80 85 93 0.75 0.97 24/17 11 window size On train 293 291 99.82 99 100 0.99 1.0 293/291 66% 192 193 85.71 87 83 0.70 0.91 101/98 87% 259 249 86.84 97 78 0.75 0.89 34/42 90% 260 266 87.93 90 84 0.75 0.96 33/25 92% 266 271 89.36 88 90 0.78 0.96 27/20 93% 270 273 92.68 95 88 0.85 0.98 23/18 94% 271 278 94.28 95 92 0.87 0.99 22/13 7 window size On train 293 291 100 100 100 1.0 1.0 293/291 66% 193 192 84.92 87 82 0.89 0.92 100/99 80% 231 236 86.32 91 80 0.72 0.92 62/55 90% 262 264 84.48 90 77 0.67 0.93 31/27 92% 269 268 91.48 96 87 0.83 0.97 24/23 93% 270 273 97.56 100 94 0.95 1.0 23/18 94% 271 278 97.1429 100 93 0.94 0.99 22/13