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NPopMs.Mlog
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NPopMs.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 342 342 684 229 1.4 1.0 100 242 -1.5 1.1 113 329 355 0.670 0.708 0.696 0.682 0.689 0.689 1.581 1.147 0.521 56.6 42.4 1.0 0.38
A 97 97 194 73 2.0 1.4 26 71 -2.1 1.4 24 99 95 0.753 0.732 0.737 0.747 0.742 0.742 1.851 1.443 0.631 49.5 49.0 1.5 0.48
V 106 106 212 64 1.1 0.8 44 62 -1.2 0.9 42 108 104 0.604 0.585 0.593 0.596 0.594 0.594 1.401 1.004 0.484 63.7 36.3 0.0 0.19
I 68 68 136 40 1.7 1.2 22 46 -1.7 1.2 28 62 74 0.588 0.676 0.645 0.622 0.632 0.632 1.487 1.214 0.634 51.5 47.8 0.7 0.27
L 41 41 82 28 1.5 0.9 9 32 -1.6 1.1 13 37 45 0.683 0.780 0.757 0.711 0.732 0.732 1.460 1.029 0.703 73.2 26.8 0.0 0.47
M 39 39 78 22 1.4 0.9 11 28 -1.2 0.9 17 33 45 0.564 0.718 0.667 0.622 0.641 0.641 1.368 1.040 0.335 55.1 44.9 0.0 0.29
F 35 35 70 25 1.2 1.0 8 27 -1.3 1.0 10 33 37 0.714 0.771 0.758 0.730 0.743 0.743 1.657 1.096 0.423 61.4 37.1 1.4 0.49
W 3 3 6 1 4.5 4.0 1 2 -3.4 3.1 2 2 4 0.333 0.667 0.500 0.500 0.500 0.500 3.623 3.538 0.170 0.0 100.0 0.0 0.00
Y 19 19 38 12 1.0 0.8 4 15 -1.3 1.1 7 16 22 0.632 0.789 0.750 0.682 0.711 0.711 2.383 1.525 0.091 55.3 36.8 7.9 0.43
R 20 20 40 16 1.9 1.6 7 13 -2.4 2.0 4 23 17 0.800 0.650 0.696 0.765 0.725 0.725 2.110 1.679 0.615 40.0 60.0 0.0 0.46
H 6 6 12 5 1.7 1.5 1 5 -1.7 1.6 1 6 6 0.833 0.833 0.833 0.833 0.833 0.833 1.628 1.411 0.553 25.0 75.0 0.0 0.67
K 17 17 34 11 1.7 1.3 5 12 -1.6 1.2 6 16 18 0.647 0.706 0.688 0.667 0.676 0.676 1.709 1.174 0.659 67.6 32.4 0.0 0.35
D 28 28 56 22 1.4 1.0 6 22 -1.4 0.9 6 28 28 0.786 0.786 0.786 0.786 0.786 0.786 1.294 1.011 0.673 58.9 41.1 0.0 0.57
E 16 16 32 13 0.7 0.6 3 13 -0.6 0.7 3 16 16 0.812 0.812 0.812 0.812 0.812 0.812 0.807 0.595 0.383 65.6 34.4 0.0 0.62
S 45 45 90 28 1.1 0.8 18 27 -1.1 0.8 17 46 44 0.622 0.600 0.609 0.614 0.611 0.611 1.210 0.863 0.461 72.2 26.7 1.1 0.22
T 53 53 106 36 1.4 0.9 13 40 -1.3 0.8 17 49 57 0.679 0.755 0.735 0.702 0.717 0.717 1.199 0.927 0.570 46.2 52.8 0.9 0.44
N 24 24 48 19 0.9 0.6 6 18 -1.2 0.9 5 25 23 0.792 0.750 0.760 0.783 0.771 0.771 1.507 0.876 0.251 58.3 37.5 4.2 0.54
Q 9 9 18 7 0.8 0.5 5 4 -0.8 0.6 2 12 6 0.778 0.444 0.583 0.667 0.611 0.611 0.793 0.664 0.385 66.7 33.3 0.0 0.24
C 14 14 28 7 1.8 1.5 6 8 -1.8 1.3 7 13 15 0.500 0.571 0.538 0.533 0.536 0.536 1.976 1.719 0.432 21.4 78.6 0.0 0.07
G 30 30 60 21 1.6 1.0 4 26 -1.6 1.1 9 25 35 0.700 0.867 0.840 0.743 0.783 0.783 1.969 1.326 0.436 60.0 38.3 1.7 0.57
P 14 14 28 8 1.2 0.9 1 13 -1.2 1.0 6 9 19 0.571 0.929 0.889 0.684 0.750 0.750 1.459 1.170 0.447 50.0 46.4 3.6 0.54
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 36 2.6 1.8 3 8 -2.0 1.6 8 39 16 0.818 0.727 0.923 0.500 0.800 0.773 2.280 1.837 0.534 41.8 56.4 1.8 0.48
bs 11 44 55 6 1.8 1.1 7 37 -2.7 1.8 5 13 42 0.545 0.841 0.462 0.881 0.782 0.693 2.160 1.734 0.591 50.9 49.1 0.0 0.36
pn 1 8 9 0 0.0 0.0 2 6 -1.8 1.7 1 2 7 0.000 0.750 0.000 0.857 0.667 0.375 1.571 1.301 0.097 33.3 66.7 0.0 -0.19
np 8 1 9 7 1.6 1.4 0 1 -0.5 0.5 1 7 2 0.875 1.000 1.000 0.500 0.889 0.938 1.411 1.132 0.640 55.6 44.4 0.0 0.66
wh 15 16 31 13 2.0 1.5 7 9 -1.1 1.1 2 20 11 0.867 0.562 0.650 0.818 0.710 0.715 1.922 1.418 0.551 48.4 48.4 3.2 0.45
hw 16 15 31 10 1.4 1.2 5 10 -2.5 1.8 6 15 16 0.625 0.667 0.667 0.625 0.645 0.646 1.824 1.378 0.631 54.8 41.9 3.2 0.29
nh 52 37 89 35 1.3 1.0 10 27 -1.3 0.7 17 45 44 0.673 0.730 0.778 0.614 0.697 0.701 1.464 1.002 0.457 61.8 34.8 3.4 0.40
hn 37 52 89 29 1.3 0.8 13 39 -1.3 0.9 8 42 47 0.784 0.750 0.690 0.830 0.764 0.767 1.402 0.969 0.526 60.7 39.3 0.0 0.53
nw 18 13 31 10 1.3 1.0 1 12 -1.1 0.9 8 11 20 0.556 0.923 0.909 0.600 0.710 0.739 1.770 1.197 0.446 58.1 41.9 0.0 0.49
wn 13 18 31 11 1.1 0.7 5 13 -1.8 1.5 2 16 15 0.846 0.722 0.688 0.867 0.774 0.784 1.622 1.063 0.574 54.8 45.2 0.0 0.56
h0 195 208 403 126 1.5 1.1 63 145 -1.6 1.2 69 189 214 0.646 0.697 0.667 0.678 0.672 0.672 1.596 1.197 0.575 56.3 43.4 0.2 0.34
n0 49 56 105 43 1.4 1.0 18 38 -1.4 1.1 6 61 44 0.878 0.679 0.705 0.864 0.771 0.778 1.539 1.058 0.587 56.2 42.9 1.0 0.56
w0 94 73 167 58 1.4 1.0 17 56 -1.3 0.8 36 75 92 0.617 0.767 0.773 0.609 0.683 0.692 1.600 1.107 0.402 56.9 40.1 3.0 0.38
0h 208 195 403 134 1.6 1.1 64 131 -1.6 1.1 74 198 205 0.644 0.672 0.677 0.639 0.658 0.658 1.618 1.208 0.550 56.1 42.9 1.0 0.32
0w 56 49 105 38 1.2 1.0 9 40 -1.4 1.1 18 47 58 0.679 0.816 0.809 0.690 0.743 0.747 1.551 1.083 0.533 59.0 40.0 1.0 0.50
0n 73 94 167 52 1.3 0.9 24 70 -1.4 1.0 21 76 91 0.712 0.745 0.684 0.769 0.731 0.729 1.541 1.067 0.450 55.7 43.1 1.2 0.46
pp 2 2 4 2 1.6 1.6 0 2 -1.6 1.4 0 2 2 1.000 1.000 1.000 1.000 1.000 1.000 1.942 1.462 0.832 50.0 50.0 0.0 1.00
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 0.5 684 0.6 97 0.5 106 0.5 68 0.7 41 0.3 39 0.4 35 0.1 3 0.1 19 0.4 20 0.7 6 0.6 17 0.6 28 0.3 16 0.4 45 0.5 53 0.2 24 0.4 9 0.2 14 0.5 30 0.6 14
A 0.6 97 0 0 0.4 18 0.4 16 0.7 9 * 1 0.9 6 * 1 * 1 * 1 * 1 -0.4 3 0.3 7 0 0 0.2 14 -0.2 4 * 1 * 1 * 2 0.6 8 0.9 3
V 0.5 106 0.6 18 0 0 -0.3 26 0.6 9 -0.5 8 -0.2 4 0 0 -1.0 3 0.8 4 0 0 * 1 0.9 4 * 1 0.8 5 0.6 12 1.0 3 0 0 * 2 0.8 5 * 1
I 0.6 68 0.5 16 -0.3 26 0 0 0.7 5 0.5 10 * 1 0 0 * 1 0 0 0 0 0 0 0 0 0 0 * 1 0.9 5 0 0 0 0 * 1 * 1 * 1
L 0.7 41 0.8 9 0.4 9 0.6 5 0 0 0.5 12 0.7 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 0.3 39 * 1 -0.7 8 0.6 10 0.6 12 0 0 -0.2 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 0.7 6 -0.5 4 * 1 0.6 4 0.1 3 0 0 0 0 0.2 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 0.1 19 * 1 0.4 3 * 1 0 0 * 1 0.0 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 0.7 20 * 1 1.0 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 0.5 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 -0.9 3 * 1 0 0 0 0 * 2 0 0 0 0 0 0 * 1 0 0 0 0 0 0 0.5 3 * 1 0 0 * 1 * 1 0 0 -0.2 3 * 1
D 0.7 28 -0.0 7 1.0 4 0 0 0 0 0 0 0 0 0 0 0 0 * 1 * 1 0 0 0 0 0 0 * 2 0.7 3 0.8 7 0 0 0 0 * 1 * 2
E 0.4 16 0 0 * 1 0 0 0 0 0 0 0 0 0 0 0 0 0.6 3 * 1 0.8 3 0 0 0 0 * 1 * 2 * 2 0.6 3 0 0 0 0 0 0
S 0.4 45 0.2 14 0.8 5 * 1 * 1 0 0 * 2 0 0 0 0 * 2 0 0 * 1 * 2 * 1 0 0 0.5 11 * 2 0 0 * 1 * 1 * 1
T 0.6 53 -0.1 4 0.6 12 0.9 5 * 1 0 0 * 1 0 0 0 0 * 1 * 1 0 0 0.7 3 * 2 -0.0 11 0 0 0.3 3 0 0 0.7 5 -0.4 3 * 1
N 0.3 24 * 1 1.0 3 0 0 0 0 0 0 * 2 0 0 0 0 * 1 0 0 * 1 0.6 7 * 2 * 2 -0.1 3 0 0 0 0 0 0 * 2 0 0
Q 0.2 9 * 1 0 0 0 0 0 0 * 1 * 1 0 0 0 0 * 1 0 0 * 1 0 0 0.4 3 0 0 0 0 0 0 0 0 0 0 * 1 0 0
C 0.5 14 * 2 * 2 * 1 0 0 0 0 * 1 * 1 * 1 0 0 0 0 0 0 0 0 0 0 * 1 0.9 5 0 0 0 0 0 0 0 0 0 0
G 0.4 30 0.4 8 0.9 5 * 1 0 0 0 0 0 0 0 0 * 1 * 1 0 0 -0.5 3 * 1 0 0 * 1 0.7 3 * 2 * 1 0 0 0 0 0.7 3
P 0.6 14 -0.6 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 -0.1 3 0 0