$matrix_initial_FS miR-1 miR-27 miR-19 miR-17 miR-16 miR-29 miR-8 miR-2 miR-28 miR-20 V1 0.02988938 0.058773318 0.6464010 0.07383765 0.007886430 0.03189701 0.7837999 0.02772046 0.04602114 0.012874604 V2 0.02988938 0.049030504 0.6464010 0.05877332 0.007886430 0.03189701 0.7837999 0.02772046 0.04108325 0.010759519 V3 0.03852812 0.052134880 0.7837999 0.07383765 0.007886430 0.02437997 0.5277544 0.03189701 0.04903050 0.012874604 V4 0.03852812 0.052134880 0.6464010 0.06503953 0.007886430 0.02437997 0.5277544 0.03346258 0.04602114 0.014003746 V5 0.02988938 0.049030504 0.7837999 0.07383765 0.009068414 0.02772046 0.6464010 0.04108325 0.03346258 0.007886430 V6 0.03189701 0.046021137 0.7837999 0.07383765 0.007886430 0.02772046 0.5277544 0.04108325 0.05213488 0.009068414 V7 0.03189701 0.046021137 0.7837999 0.07383765 0.007886430 0.02772046 0.5277544 0.02988938 0.05213488 0.009068414 V8 0.02988938 0.009068414 0.7837999 0.08295620 0.007886430 0.03189701 0.5277544 0.03583229 0.04903050 0.010759519 V9 0.04903050 0.027720457 0.6464010 0.06503953 0.014003746 0.07383765 0.7837999 0.02437997 0.05213488 0.007886430 V10 0.04602114 0.007886430 0.5277544 0.05877332 0.017259277 0.03346258 0.7837999 0.02988938 0.05213488 0.009068414 V11 0.04602114 0.009068414 0.6464010 0.05877332 0.010759519 0.04903050 0.7837999 0.02988938 0.06503953 0.007886430 V12 0.04903050 0.033462584 0.5277544 0.05213488 0.009068414 0.03189701 0.7837999 0.02437997 0.07383765 0.007886430 V13 0.08295620 0.029889377 0.5277544 0.05877332 0.010759519 0.03189701 0.7837999 0.03583229 0.04108325 0.007886430 V14 0.04108325 0.027720457 0.5277544 0.05213488 0.010759519 0.03583229 0.6464010 0.03852812 0.04903050 0.007886430 V15 0.03852812 0.027720457 0.5277544 0.06190643 0.009068414 0.05213488 0.7837999 0.02437997 0.06190643 0.010759519 V16 0.04602114 0.027720457 0.5277544 0.05213488 0.007886430 0.02988938 0.7837999 0.02437997 0.05877332 0.010759519 miR-26 miR-33 miR-34 V1 0.08295620 0.01400375 0.02437997 V2 0.10606246 0.01400375 0.02437997 V3 0.09671394 0.01400375 0.02772046 V4 0.09671394 0.01075952 0.02988938 V5 0.10606246 0.01287460 0.02437997 V6 0.05877332 0.01287460 0.02437997 V7 0.10606246 0.01725928 0.02437997 V8 0.07383765 0.01725928 0.02772046 V9 0.12602691 0.01971243 0.02988938 V10 0.12602691 0.01287460 0.02772046 V11 0.10606246 0.02437997 0.03189701 V12 0.10606246 0.01287460 0.02772046 V13 0.04602114 0.01971243 0.02437997 V14 0.12602691 0.01287460 0.02437997 V15 0.04602114 0.01400375 0.03583229 V16 0.12602691 0.01400375 0.03189701 $feature_initial_FS [1] "miR-1" "miR-27" "miR-19" "miR-17" "miR-16" "miR-29" "miR-8" "miR-2" "miR-28" "miR-20" "miR-26" "miR-33" "miR-34" $recur_vi_summary Target Mean SD SEM Rank miR-1 miR-1 8.97950498 0.5657459 0.08000855 1 miR-27 miR-27 8.65826915 0.4964843 0.07021348 2 miR-19 miR-19 6.08389376 0.5922352 0.08375471 3 miR-17 miR-17 5.60843947 0.7788029 0.11013937 4 miR-16 miR-16 5.08420760 0.6492665 0.09182015 5 miR-29 miR-29 3.47311745 0.6494227 0.09184224 6 miR-8 miR-8 2.79646710 0.8858959 0.12528460 7 miR-2 miR-2 1.89253833 0.7350135 0.10394660 8 miR-28 miR-28 1.60211836 0.9627578 0.13615451 9 miR-20 miR-20 0.96760683 1.0271781 0.14526492 10 miR-26 miR-26 0.91731246 0.9976088 0.14108319 11 miR-33 miR-33 0.69831463 0.9978118 0.14111190 12 miR-34 miR-34 0.58711389 1.0613734 0.15010086 13 miR-22 miR-22 0.31840997 0.8273690 0.11700765 14 miR-25 miR-25 0.27837322 1.0544747 0.14912525 15 miR-23 miR-23 0.24581943 1.0116540 0.14306948 16 miR-12 miR-12 0.09024315 0.9129262 0.12910726 17 miR-24 miR-24 0.04401514 0.8980136 0.12699830 18 miR-13 miR-13 -0.04672959 0.9732212 0.13763426 19 miR-11 miR-11 -0.06398347 0.9452876 0.13368385 20 miR-3 miR-3 -0.16513361 0.6086244 0.08607249 21 miR-7 miR-7 -0.21562344 0.5815700 0.08224642 22 miR-31 miR-31 -0.28857474 0.6290908 0.08896688 23 miR-14 miR-14 -0.29672710 0.6283053 0.08885578 24 miR-18 miR-18 -0.33594046 0.8729848 0.12345869 25 miR-21 miR-21 -0.40449971 0.8214888 0.11617605 26 miR-9 miR-9 -0.42134695 0.8193364 0.11587166 27 miR-15 miR-15 -0.56842994 0.8920306 0.12615218 28 miR-32 miR-32 -0.57764880 0.6486673 0.09173541 29 miR-4 miR-4 -0.58557171 0.7726319 0.10926664 30 miR-35 miR-35 -0.59648914 0.7967827 0.11268209 31 miR-5 miR-5 -0.59897180 0.7118109 0.10066527 32 miR-6 miR-6 -0.67067714 0.7857850 0.11112679 33 miR-10 miR-10 -0.68986753 0.6829334 0.09658136 34 miR-30 miR-30 -1.00426438 0.6799240 0.09615578 35 $recur_OOB_err_summary Mean SD SEM 50_trees_OOB_err 0.00125 0.008838835 0.00125