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NTherNet.Mlog
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NTherNet.Mlog
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# Current Positives|Negatives threshold (thr) is 0 (ddG >= 0 are not-destabilizing [positives] and ddG < 0 are destabilizing [negatives]).
aa S D T TP avg err FP TN avg err FN P N SEN SPE PPV NPV ACC accn RMSE MAE PCC Sc Ob1 Ob2 MCC
X 342 342 684 223 1.5 1.0 102 240 -1.5 1.0 119 325 359 0.652 0.702 0.686 0.669 0.677 0.677 1.531 1.093 0.551 58.2 40.9 0.9 0.35
A 97 97 194 73 2.0 1.0 16 81 -1.9 1.1 24 89 105 0.753 0.835 0.820 0.771 0.794 0.794 1.607 1.171 0.721 65.5 32.5 2.1 0.59
V 106 106 212 73 1.3 0.9 28 78 -1.2 0.8 33 101 111 0.689 0.736 0.723 0.703 0.712 0.712 1.329 0.843 0.549 66.0 34.0 0.0 0.43
I 68 68 136 59 1.5 0.8 8 60 -1.5 0.8 9 67 69 0.868 0.882 0.881 0.870 0.875 0.875 1.169 0.914 0.775 61.0 37.5 1.5 0.75
L 41 41 82 29 1.6 0.9 12 29 -1.6 0.8 12 41 41 0.707 0.707 0.707 0.707 0.707 0.707 1.370 0.965 0.714 67.1 32.9 0.0 0.41
M 39 39 78 28 1.3 1.0 14 25 -1.2 0.8 11 42 36 0.718 0.641 0.667 0.694 0.679 0.679 1.278 0.996 0.471 48.7 51.3 0.0 0.36
F 35 35 70 18 1.5 1.1 17 18 -1.6 1.2 17 35 35 0.514 0.514 0.514 0.514 0.514 0.514 1.658 1.193 0.467 62.9 34.3 2.9 0.03
W 3 3 6 1 4.5 4.4 3 0 0.0 0.0 2 4 2 0.333 0.000 0.250 0.000 0.167 0.167 4.218 4.207 -0.486 0.0 66.7 33.3 -0.71
Y 19 19 38 6 2.4 1.6 11 8 -2.3 1.6 13 17 21 0.316 0.421 0.353 0.381 0.368 0.368 2.063 1.482 0.524 60.5 39.5 0.0 -0.26
R 20 20 40 11 2.2 1.9 8 12 -1.8 1.6 9 19 21 0.550 0.600 0.579 0.571 0.575 0.575 2.316 1.767 0.227 40.0 60.0 0.0 0.15
H 6 6 12 5 1.8 1.4 2 4 -1.7 1.3 1 7 5 0.833 0.667 0.714 0.800 0.750 0.750 1.678 1.403 0.462 33.3 66.7 0.0 0.51
K 17 17 34 11 1.6 1.5 7 10 -1.6 1.5 6 18 16 0.647 0.588 0.611 0.625 0.618 0.618 2.063 1.213 0.374 55.9 44.1 0.0 0.24
D 28 28 56 14 1.7 1.5 12 16 -1.4 1.2 14 26 30 0.500 0.571 0.538 0.533 0.536 0.536 1.563 1.266 0.284 46.4 53.6 0.0 0.07
E 16 16 32 6 0.5 0.4 9 7 -0.6 0.5 10 15 17 0.375 0.438 0.400 0.412 0.406 0.406 0.909 0.688 -0.061 75.0 25.0 0.0 -0.19
S 45 45 90 29 1.0 0.8 8 37 -0.9 0.8 16 37 53 0.644 0.822 0.784 0.698 0.733 0.733 1.164 0.796 0.568 68.9 31.1 0.0 0.47
T 53 53 106 30 1.3 1.0 19 34 -1.2 1.0 23 49 57 0.566 0.642 0.612 0.596 0.604 0.604 1.382 1.134 0.310 44.3 55.7 0.0 0.21
N 24 24 48 15 1.3 1.1 6 18 -1.2 1.0 9 21 27 0.625 0.750 0.714 0.667 0.688 0.688 1.475 0.997 0.325 54.2 45.8 0.0 0.38
Q 9 9 18 4 0.4 0.3 4 5 -0.6 0.6 5 8 10 0.444 0.556 0.500 0.500 0.500 0.500 0.950 0.799 0.054 55.6 44.4 0.0 0.00
C 14 14 28 9 1.8 1.3 4 10 -1.7 1.2 5 13 15 0.643 0.714 0.692 0.667 0.679 0.679 2.157 1.760 0.172 28.6 64.3 7.1 0.36
G 30 30 60 19 1.8 1.3 10 20 -1.7 1.3 11 29 31 0.633 0.667 0.655 0.645 0.650 0.650 1.825 1.392 0.615 53.3 46.7 0.0 0.30
P 14 14 28 6 0.9 0.7 6 8 -1.0 0.8 8 12 16 0.429 0.571 0.500 0.500 0.500 0.500 1.613 1.256 0.045 42.9 57.1 0.0 0.00
p 0 0 0 0 0.0 0.0 0 0 0.0 0.0 0 0 0 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0 0.0 0.0 0.00
sb 44 11 55 43 2.5 1.1 9 2 -2.6 2.1 1 52 3 0.977 0.182 0.827 0.667 0.818 0.580 1.812 1.368 0.641 70.9 23.6 5.5 0.28
bs 11 44 55 1 1.0 0.9 0 44 -2.4 1.1 10 1 54 0.091 1.000 1.000 0.815 0.818 0.545 1.902 1.448 0.586 70.9 23.6 5.5 0.27
pn 1 8 9 0 0.0 0.0 4 4 -1.6 1.5 1 4 5 0.000 0.500 0.000 0.800 0.444 0.250 1.730 1.394 0.384 44.4 55.6 0.0 -0.32
np 8 1 9 4 1.9 1.8 1 0 0.0 0.0 4 5 4 0.500 0.000 0.800 0.000 0.444 0.250 1.732 1.451 0.440 44.4 55.6 0.0 -0.32
wh 15 16 31 13 2.2 1.8 9 7 -1.2 0.9 2 22 9 0.867 0.438 0.591 0.778 0.645 0.652 2.069 1.413 0.329 41.9 58.1 0.0 0.33
hw 16 15 31 6 2.0 1.7 2 13 -2.0 1.7 10 8 23 0.375 0.867 0.750 0.565 0.613 0.621 2.055 1.409 0.366 41.9 58.1 0.0 0.28
nh 52 37 89 37 1.2 0.9 19 18 -1.4 1.1 15 56 33 0.712 0.486 0.661 0.545 0.618 0.599 1.432 1.089 0.505 60.7 39.3 0.0 0.20
hn 37 52 89 14 1.4 1.1 11 41 -1.3 1.0 23 25 64 0.378 0.788 0.560 0.641 0.618 0.583 1.412 1.076 0.545 58.4 41.6 0.0 0.18
nw 18 13 31 10 1.6 1.4 8 5 -0.7 0.5 8 18 13 0.556 0.385 0.556 0.385 0.484 0.470 1.904 1.292 -0.031 54.8 45.2 0.0 -0.06
wn 13 18 31 4 1.4 1.3 8 10 -1.6 1.5 9 12 19 0.308 0.556 0.333 0.526 0.452 0.432 1.860 1.301 0.059 54.8 45.2 0.0 -0.14
h0 195 208 403 130 1.6 0.9 43 165 -1.5 0.9 65 173 230 0.667 0.793 0.751 0.717 0.732 0.730 1.480 1.047 0.627 61.0 37.5 1.5 0.46
n0 49 56 105 28 1.7 1.4 25 31 -1.3 1.1 21 53 52 0.571 0.554 0.528 0.596 0.562 0.562 1.725 1.209 0.288 52.4 47.6 0.0 0.12
w0 94 73 167 62 1.4 1.0 32 41 -1.3 1.0 32 94 73 0.660 0.562 0.660 0.562 0.617 0.611 1.551 1.152 0.449 54.5 45.5 0.0 0.22
0h 208 195 403 160 1.6 0.9 59 136 -1.6 0.9 48 219 184 0.769 0.697 0.731 0.739 0.734 0.733 1.485 1.049 0.623 61.8 36.7 1.5 0.47
0w 56 49 105 29 1.5 1.3 17 32 -1.4 1.2 27 46 59 0.518 0.653 0.630 0.542 0.581 0.585 1.731 1.198 0.257 53.3 46.7 0.0 0.17
0n 73 94 167 33 1.5 1.1 24 70 -1.3 1.0 40 57 110 0.452 0.745 0.579 0.636 0.617 0.598 1.530 1.145 0.487 53.3 46.7 0.0 0.21
pp 2 2 4 1 3.1 2.4 1 1 -3.1 2.7 1 2 2 0.500 0.500 0.500 0.500 0.500 0.500 1.808 1.358 0.951 50.0 50.0 0.0 0.00
nn 0 0 0 0 0.0 0.0 0 0 0.0 0.0 0 0 0 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.0 0.0 0.0 0.00
X # A # V # I # L # M # F # W # Y # R # H # K # D # E # S # T # N # Q # C # G # P #
X 0.6 684 0.7 97 0.5 106 0.6 68 0.7 41 0.4 39 0.5 35 1.0 3 0.6 19 0.3 20 0.2 6 0.5 17 0.1 28 0.1 16 0.4 45 0.4 53 0.4 24 0.1 9 0.3 14 0.6 30 0.3 14
A 0.7 97 0 0 0.7 18 0.4 16 0.9 9 * 1 0.3 6 * 1 * 1 * 1 * 1 0.8 3 0.7 7 0 0 0.5 14 -0.3 4 * 1 * 1 * 2 0.5 8 -1.0 3
V 0.5 106 0.7 18 0 0 0.6 26 0.2 9 0.4 8 0.9 4 0 0 0.4 3 0.9 4 0 0 * 1 0.8 4 * 1 0.9 5 -0.2 12 0.8 3 0 0 * 2 1.0 5 * 1
I 0.6 68 0.3 16 0.6 26 0 0 0.8 5 0.4 10 * 1 0 0 * 1 0 0 0 0 0 0 0 0 0 0 * 1 0.3 5 0 0 0 0 * 1 * 1 * 1
L 0.7 41 0.9 9 0.4 9 0.6 5 0 0 0.4 12 -0.3 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 * 1 * 1 0 0 0 0 0 0 0 0 0 0
M 0.4 39 * 1 0.2 8 0.6 10 0.3 12 0 0 0.5 3 0 0 * 1 * 1 0 0 * 2 0 0 0 0 0 0 0 0 0 0 * 1 0 0 0 0 0 0
F 0.5 35 0.2 6 0.8 4 * 1 0.0 4 0.4 3 0 0 0 0 0.5 10 0 0 0 0 0 0 0 0 0 0 * 2 * 1 * 2 * 1 * 1 0 0 0 0
W 1.0 3 * 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 * 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 * 1 0 0 0 0
Y 0.4 19 * 1 -0.8 3 * 1 0 0 * 1 0.4 10 0 0 0 0 * 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 * 1 * 1 0 0
R 0.2 20 * 1 0.7 4 0 0 0 0 * 1 0 0 * 1 * 1 0 0 * 1 * 1 * 1 0.8 3 * 2 * 1 * 1 * 1 0 0 * 1 0 0
H 0.4 6 * 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 * 1 0 0 0 0 * 1 * 1 0 0 * 1 0 0 0 0 0 0 0 0 * 1
K 0.6 17 0.6 3 * 1 0 0 0 0 * 2 0 0 0 0 0 0 * 1 0 0 0 0 0 0 0.7 3 * 1 0 0 * 1 * 1 0 0 0.8 3 * 1
D 0.3 28 0.7 7 0.7 4 0 0 0 0 0 0 0 0 0 0 0 0 * 1 * 1 0 0 0 0 0 0 * 2 -0.4 3 0.4 7 0 0 0 0 * 1 * 2
E 0.0 16 0 0 * 1 0 0 0 0 0 0 0 0 0 0 0 0 0.8 3 * 1 -0.8 3 0 0 0 0 * 1 * 2 * 2 -0.1 3 0 0 0 0 0 0
S 0.5 45 0.4 14 0.8 5 * 1 * 1 0 0 * 2 0 0 0 0 * 2 0 0 * 1 * 2 * 1 0 0 0.7 11 * 2 0 0 * 1 * 1 * 1
T 0.4 53 0.4 4 -0.1 12 0.2 5 * 1 0 0 * 1 0 0 0 0 * 1 * 1 0 0 -0.9 3 * 2 0.7 11 0 0 -1.0 3 0 0 0.6 5 -0.3 3 * 1
N 0.4 24 * 1 0.8 3 0 0 0 0 0 0 * 2 0 0 0 0 * 1 0 0 * 1 0.4 7 * 2 * 2 -0.8 3 0 0 0 0 0 0 * 2 0 0
Q 0.3 9 * 1 0 0 0 0 0 0 * 1 * 1 0 0 0 0 * 1 0 0 * 1 0 0 -0.1 3 0 0 0 0 0 0 0 0 0 0 * 1 0 0
C 0.4 14 * 2 * 2 * 1 0 0 0 0 * 1 * 1 * 1 0 0 0 0 0 0 0 0 0 0 * 1 0.0 5 0 0 0 0 0 0 0 0 0 0
G 0.5 30 0.3 8 1.0 5 * 1 0 0 0 0 0 0 0 0 * 1 * 1 0 0 0.6 3 * 1 0 0 * 1 -0.1 3 * 2 * 1 0 0 0 0 -0.9 3
P 0.3 14 -1.0 3 * 1 * 1 0 0 0 0 0 0 0 0 0 0 0 0 * 1 * 1 * 2 0 0 * 1 * 1 0 0 0 0 0 0 -0.8 3 0 0