Table 1.
Resubstitution analysis of TFAM performance with the MSDB
Model | Na | Snb | Spc | Seq1d | Seq2e |
---|---|---|---|---|---|
Af | 52 | 100 | 91 | A: 33 [48,5] | V: −3 [21,−26] |
A w/o acg | 52 | 98 | 91 | A: 29 [44,3] | V: −1 [22,−24] |
C | 13 | 100 | 92 | C: 24 [37,0] | S: −12 [5,−34] |
C w/o ac | 13 | 100 | 92 | C: 21 [33,−3] | S: −12 [8,−35] |
D | 21 | 100 | 100 | D: 20 [37,4] | E: −3 [7,−11] |
D w/o ac | 21 | 100 | 100 | D: 17 [34,1] | E: −4 [6,−12] |
E | 23 | 100 | 100 | E: 38 [54,15] | D: −11 [3,−37] |
E w/o ac | 23 | 100 | 100 | E: 34 [51,11] | D: −11 [3,−37] |
F | 22 | 100 | 100 | F: 23 [30,11] | C: −16 [−1,−33] |
F w/o ac | 22 | 100 | 100 | F: 19 [26,7] | K: −11 [−1,−23] |
G | 45 | 100 | 100 | G: 26 [46,6] | W: −14 [−2,−30] |
G w/o ac | 45 | 100 | 100 | G: 22 [42,2] | H: −11 [0,−19] |
H | 15 | 100 | 100 | H: 23 [36,12] | Q: −14 [−7,−22] |
H w/o ac | 15 | 100 | 100 | H: 19 [32,8] | Q: −15 [−8,−23] |
I | 61 | 96 | 95 | I: 27 [38,−25] | K: −10 [0,−35] |
I w/o ac | 61 | 95 | 95 | I: 24 [35,−27] | R: −6 [8,−37] |
K | 22 | 100 | 95 | K: 16 [28,7] | N: −10 [−1,−22] |
K w/o ac | 22 | 100 | 95 | K: 13 [25,4] | F: −7 [0,−20] |
L | 63 | 100 | 100 | L: 61 [79,30] | Y: −13 [4,−54] |
L w/o ac | 63 | 100 | 100 | L: 59 [77,28] | Y: −10 [7,−51] |
M | 14 | 92 | 100 | M: 13 [18,−7] | X: −10 [−4,−14] |
M w/o ac | 14 | 78 | 100 | M: 10 [15,−10] | X: −13 [−7,−17] |
N | 21 | 100 | 100 | N: 20 [32,1] | K: −12 [−4,−23] |
N w/o ac | 21 | 95 | 95 | N: 16 [29,−2] | K: −12 [−5,−23] |
P | 28 | 100 | 100 | P: 29 [36,6] | X: −12 [−4,−23] |
P w/o ac | 28 | 100 | 100 | P: 25 [34,4] | X: −7 [0,−17] |
Q | 19 | 100 | 100 | Q: 30 [39,0] | H: −16 [−5,−33] |
Q w/o ac | 19 | 100 | 100 | Q: 27 [36,−2] | C: −15 [−6,−29] |
R | 48 | 100 | 100 | R: 20 [32,5] | N: −8 [−2,−29] |
R w/o ac | 48 | 100 | 96 | R: 18 [25,3] | N: −4 [1,−25] |
S | 53 | 100 | 100 | S: 77 [104,44] | Y: 0 [18,−23] |
S w/o ac | 53 | 100 | 100 | S: 74 [101,44] | Y: 0 [19,−22] |
T | 43 | 100 | 100 | T: 17 [24,6] | N: −8 [4,−14] |
T w/o ac | 43 | 100 | 93 | T: 14 [21,4] | N: −7 [5,−13] |
V | 26 | 73 | 100 | V: 14 [25,0] | A: 4 [14,−13] |
V w/o ac | 26 | 69 | 94 | V: 11 [22,−1] | A: 4 [14,−13] |
W | 18 | 100 | 100 | W: 23 [30,1] | G: −17 [−2,−33] |
W w/o ac | 18 | 94 | 100 | W: 20 [26,−2] | G: −17 [−1,−30] |
Xh | 28 | 100 | 100 | X: 46 [51,29] | M:−28 [−8,−48] |
X w/o ac | 28 | 100 | 100 | X: 42 [47,25] | P:−23 [−9,−54] |
Y | 20 | 100 | 100 | Y: 45 [64,31] | S:7 [33,−11] |
Y w/o ac | 20 | 100 | 100 | Y: 41 [60,28] | S:9 [35,−8] |
Average | 655 | 98.1 | 98.7 | ||
Average w/o ac | 655 | 96.6 | 97.7 |
aTraining set size.
bModel percent sensitivity.
cModel percent specificity.
dSequence class with highest median score against the model and its distribution: median and range.
eSequence class with second-highest median score against the model and its distribution: median and range.
fSequences are scored against the model including the anticodon positions.
gw/o ac = without anticodon. Sequences are scored against the model excluding the anticodon positions.
htRNAiMet.