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RKORPM.Mlog
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RKORPM.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 253 89 342 227 1.6 1.0 49 40 -0.7 0.5 26 276 66 0.897 0.449 0.822 0.606 0.781 0.673 1.382 0.983 0.488 64.0 35.7 0.3 0.39
A 77 20 97 69 2.0 1.1 8 12 -0.8 0.6 8 77 20 0.896 0.600 0.896 0.600 0.835 0.748 1.650 1.177 0.541 68.0 32.0 0.0 0.50
V 80 26 106 72 1.3 0.8 14 12 -0.5 0.4 8 86 20 0.900 0.462 0.837 0.600 0.792 0.681 1.178 0.825 0.500 69.8 30.2 0.0 0.40
I 58 10 68 54 1.6 0.8 7 3 -1.0 0.4 4 61 7 0.931 0.300 0.885 0.429 0.838 0.616 1.043 0.876 0.625 67.6 30.9 1.5 0.27
L 31 10 41 25 1.8 1.1 8 2 -0.7 0.3 6 33 8 0.806 0.200 0.758 0.250 0.659 0.503 1.502 1.114 0.368 68.3 31.7 0.0 0.01
M 32 7 39 31 1.3 0.9 6 1 -0.5 0.3 1 37 2 0.969 0.143 0.838 0.500 0.821 0.556 1.026 0.865 0.335 59.0 41.0 0.0 0.19
F 28 7 35 24 1.4 1.2 4 3 -0.6 0.2 4 28 7 0.857 0.429 0.857 0.429 0.771 0.643 1.636 1.136 0.219 51.4 48.6 0.0 0.29
W 3 0 3 3 3.5 2.9 0 0 0.0 0.0 0 3 0 0.000 0.000 1.000 0.000 1.000 0.000 3.016 2.854 0.236 33.3 66.7 0.0 0.00
Y 17 2 19 14 1.4 1.2 1 1 -0.2 0.1 3 15 4 0.824 0.500 0.933 0.250 0.789 0.662 2.171 1.471 -0.000 57.9 42.1 0.0 0.24
R 17 3 20 17 2.1 1.5 1 2 -0.6 0.3 0 18 2 1.000 0.667 0.944 1.000 0.950 0.833 1.795 1.342 0.313 60.0 40.0 0.0 0.79
H 2 4 6 2 2.6 1.6 3 1 -1.1 0.2 0 5 1 1.000 0.250 0.400 1.000 0.500 0.625 1.407 1.093 0.774 33.3 66.7 0.0 0.32
K 10 7 17 10 1.6 1.2 2 5 -1.1 0.9 0 12 5 1.000 0.714 0.833 1.000 0.882 0.857 1.676 1.047 0.761 64.7 35.3 0.0 0.77
D 12 16 28 9 1.3 1.0 12 4 -1.1 0.9 3 21 7 0.750 0.250 0.429 0.571 0.464 0.500 1.580 1.308 0.323 50.0 50.0 0.0 0.00
E 8 8 16 8 0.9 0.4 7 1 -0.2 0.2 0 15 1 1.000 0.125 0.533 1.000 0.562 0.562 0.607 0.495 0.747 87.5 12.5 0.0 0.26
S 30 15 45 28 1.2 0.8 8 7 -0.4 0.1 2 36 9 0.933 0.467 0.778 0.778 0.778 0.700 0.932 0.657 0.655 75.6 24.4 0.0 0.47
T 40 13 53 35 1.5 0.8 7 6 -0.6 0.4 5 42 11 0.875 0.462 0.833 0.545 0.774 0.668 0.953 0.785 0.668 54.7 45.3 0.0 0.36
N 13 11 24 12 1.4 1.0 7 4 -0.8 0.7 1 19 5 0.923 0.364 0.632 0.800 0.667 0.643 1.345 0.990 0.508 58.3 41.7 0.0 0.35
Q 6 3 9 6 0.8 0.3 1 2 -0.8 0.6 0 7 2 1.000 0.667 0.857 1.000 0.889 0.833 0.598 0.466 0.794 55.6 44.4 0.0 0.76
C 12 2 14 11 1.8 0.7 1 1 -0.6 0.3 1 12 2 0.917 0.500 0.917 0.500 0.857 0.708 1.746 1.126 0.038 64.3 28.6 7.1 0.42
G 23 7 30 20 1.8 1.1 0 7 -0.7 0.5 3 20 10 0.870 1.000 1.000 0.700 0.900 0.935 1.627 1.078 0.613 60.0 40.0 0.0 0.78
P 7 7 14 4 1.9 1.4 1 6 -0.8 0.3 3 5 9 0.571 0.857 0.800 0.667 0.714 0.714 1.246 0.876 0.663 64.3 35.7 0.0 0.45
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 36 4 40 35 2.8 1.3 2 2 -1.4 1.2 1 37 3 0.972 0.500 0.946 0.667 0.925 0.736 1.887 1.387 0.440 82.5 15.0 2.5 0.54
bs 7 8 15 5 2.2 1.4 3 5 -0.9 0.3 2 8 7 0.714 0.625 0.625 0.714 0.667 0.670 1.569 1.063 0.619 60.0 40.0 0.0 0.34
pn 0 2 2 0 0.0 0.0 2 0 0.0 0.0 0 2 0 0.000 0.000 0.000 0.000 0.000 0.000 1.709 1.335 1.000 50.0 50.0 0.0 0.00
np 6 1 7 6 1.5 0.7 1 0 0.0 0.0 0 7 0 1.000 0.000 0.857 0.000 0.857 0.500 0.940 0.799 0.811 85.7 14.3 0.0 0.00
wh 10 6 16 10 1.8 1.2 3 3 -0.4 0.3 0 13 3 1.000 0.500 0.769 1.000 0.812 0.750 1.675 0.992 0.662 75.0 25.0 0.0 0.62
hw 10 5 15 9 1.7 1.4 4 1 -2.1 1.8 1 13 2 0.900 0.200 0.692 0.500 0.667 0.550 2.096 1.717 0.232 26.7 73.3 0.0 0.14
nh 31 4 35 31 1.6 0.7 0 4 -0.5 0.3 0 31 4 1.000 1.000 1.000 1.000 1.000 1.000 0.860 0.678 0.876 85.7 14.3 0.0 1.00
hn 33 21 54 26 1.3 1.0 7 14 -0.4 0.2 7 33 21 0.788 0.667 0.788 0.667 0.741 0.727 1.197 0.850 0.440 61.1 38.9 0.0 0.45
nw 10 5 15 8 2.4 1.7 3 2 -1.4 1.2 2 11 4 0.800 0.400 0.727 0.500 0.667 0.600 2.119 1.516 0.524 53.3 46.7 0.0 0.21
wn 8 8 16 7 0.9 0.6 6 2 -0.2 0.1 1 13 3 0.875 0.250 0.538 0.667 0.562 0.562 0.749 0.584 0.390 68.8 31.2 0.0 0.16
h0 162 49 211 142 1.6 1.0 28 21 -0.7 0.4 20 170 41 0.877 0.429 0.835 0.512 0.773 0.653 1.424 1.036 0.412 61.6 37.9 0.5 0.33
n0 29 25 54 28 1.4 0.9 16 9 -0.7 0.5 1 44 10 0.966 0.360 0.636 0.900 0.685 0.663 1.193 0.842 0.666 70.4 29.6 0.0 0.42
w0 60 14 74 55 1.7 0.9 5 9 -0.9 0.5 5 60 14 0.917 0.643 0.917 0.643 0.865 0.780 1.416 0.958 0.621 66.2 33.8 0.0 0.56
0h 159 33 192 147 1.6 0.9 20 13 -0.7 0.4 12 167 25 0.925 0.394 0.880 0.520 0.833 0.659 1.359 0.969 0.491 70.3 29.2 0.5 0.36
0w 31 20 51 28 1.7 1.3 13 7 -1.2 1.0 3 41 10 0.903 0.350 0.683 0.700 0.686 0.627 1.741 1.323 0.471 52.9 47.1 0.0 0.31
0n 59 34 93 48 1.3 0.9 15 19 -0.5 0.2 11 63 30 0.814 0.559 0.762 0.633 0.720 0.686 1.233 0.853 0.403 58.1 41.9 0.0 0.38
pp 2 0 2 2 1.6 1.7 0 0 0.0 0.0 0 2 0 0.000 0.000 1.000 0.000 1.000 0.000 1.733 1.681 -1.000 0.0 100.0 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 0.5 342 0.3 22 0.7 72 0.5 48 0.4 20 0.6 12 -0.0 13 0 0 -0.0 12 -0.2 15 * 2 0.5 11 -0.4 16 1.0 3 0.2 20 0.5 45 0.8 6 0.9 6 -0.6 5 0.6 9 0.3 5
A 0.6 75 0 0 0.7 14 0.4 15 0.0 7 * 1 -0.2 4 0 0 * 1 * 1 * 1 -1.0 3 -0.6 7 0 0 0.1 5 -0.9 4 * 1 * 1 * 1 0.5 8 * 1
V 0.2 34 0.6 4 0 0 -0.2 16 * 2 0 0 * 1 0 0 0 0 * 1 0 0 0 0 0 0 0 0 * 1 0.6 9 0 0 0 0 0 0 0 0 0 0
I 0.3 20 * 1 -0.3 10 0 0 * 2 * 2 * 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 * 1 0.9 3 0 0 0 0 0 0 0 0 0 0
L -0.0 21 * 2 -0.4 7 0.1 3 0 0 0.0 5 * 2 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 0.2 27 0 0 0.6 8 0.4 8 0.1 7 0 0 * 2 0 0 0 0 * 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 * 1 0 0 0 0 0 0
F 0.2 22 * 2 -0.9 3 0 0 * 2 * 1 0 0 0 0 -0.1 10 0 0 0 0 0 0 0 0 0 0 * 2 * 1 0 0 0 0 * 1 0 0 0 0
W 0.2 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 0.1 7 0 0 1.0 3 * 1 0 0 * 1 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
R 0.7 5 0 0 1.0 3 0 0 0 0 0 0 0 0 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
H 0.9 4 0 0 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 0 0
K 0.7 6 0 0 * 1 0 0 0 0 * 2 0 0 0 0 0 0 * 1 0 0 0 0 0 0 0 0 * 1 0 0 0 0 * 1 0 0 0 0 0 0
D 0.6 12 0 0 -0.1 4 0 0 0 0 0 0 0 0 0 0 0 0 * 1 0 0 0 0 0 0 0 0 * 1 0.7 3 * 2 0 0 0 0 * 1 0 0
E 0.7 13 0 0 * 1 0 0 0 0 0 0 0 0 0 0 0 0 0.9 3 0 0 -1.0 3 0 0 0 0 * 1 * 2 * 1 * 2 0 0 0 0 0 0
S 0.7 25 0.7 9 0.9 4 0 0 0 0 0 0 0 0 0 0 0 0 * 1 0 0 0 0 * 1 0 0 0 0 0.5 9 0 0 0 0 * 1 0 0 0 0
T 0.9 8 0 0 0.9 3 * 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 * 2 0 0 0 0 0 0 0 0 0 0 * 1
N 0.5 18 0 0 0.7 3 0 0 0 0 0 0 * 2 0 0 0 0 * 1 0 0 * 1 0.2 5 * 1 * 2 -1.0 3 0 0 0 0 0 0 0 0 0 0
Q 0.6 3 0 0 0 0 0 0 0 0 0 0 * 1 0 0 0 0 * 1 0 0 0 0 0 0 * 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
C 0.4 9 * 1 * 2 * 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.6 5 0 0 0 0 0 0 0 0 0 0
G 0.6 21 0 0 0.9 5 * 1 0 0 0 0 0 0 0 0 * 1 * 1 0 0 0.6 3 0 0 0 0 * 1 0.8 3 * 2 * 1 0 0 0 0 1.0 3
P 0.7 9 * 2 * 1 * 1 0 0 0 0 0 0 0 0 0 0 0 0 * 1 * 1 * 2 0 0 * 1 0 0 0 0 0 0 0 0 0 0 0 0