EXP split_seed random_seed neurons soft lambda_in PICP_test MPIW_test RMSE R2 qd_loss NLL alpha loss data h_size bstraps ensemb
1 1 10 50 100.0 5.0 0.902 2.218 5.215 0.275 3.0 3.641 0.05 qd_soft ~protein [50] 1 1
2 1 10 50 100.0 15.0 0.933 2.428 5.369 0.232 2.722 3.256 0.05 qd_soft ~protein [50] 1 1
3 1 10 50 100.0 25.0 0.942 2.537 5.508 0.191 2.649 3.247 0.05 qd_soft ~protein [50] 1 1
4 1 10 50 160.0 5.0 0.903 2.257 5.266 0.261 3.021 4.211 0.05 qd_soft ~protein [50] 1 1
5 1 10 50 160.0 15.0 0.929 2.451 5.397 0.224 2.901 3994.95 0.05 qd_soft ~protein [50] 1 1
6 1 10 50 160.0 25.0 0.944 2.582 5.564 0.175 2.653 3.248 0.05 qd_soft ~protein [50] 1 1
7 1 10 50 200.0 5.0 0.896 2.224 5.315 0.247 3.224 3.834 0.05 qd_soft ~protein [50] 1 1
8 1 10 50 200.0 15.0 0.932 2.517 5.523 0.187 2.869 3.259 0.05 qd_soft ~protein [50] 1 1
9 1 10 50 200.0 25.0 0.945 2.628 5.712 0.13 2.683 3.403 0.05 qd_soft ~protein [50] 1 1
10 1 10 75 100.0 5.0 0.905 2.195 5.173 0.287 2.896 3.765 0.05 qd_soft ~protein [75] 1 1
11 1 10 75 100.0 15.0 0.931 2.426 5.359 0.234 2.798 3.342 0.05 qd_soft ~protein [75] 1 1
12 1 10 75 100.0 25.0 0.941 2.503 5.41 0.22 2.639 3.324 0.05 qd_soft ~protein [75] 1 1
13 1 10 75 160.0 5.0 0.901 2.231 5.276 0.258 3.044 3.418 0.05 qd_soft ~protein [75] 1 1
14 1 10 75 160.0 15.0 0.93 2.411 5.342 0.239 2.835 4.249 0.05 qd_soft ~protein [75] 1 1
15 1 10 75 160.0 25.0 0.94 2.547 5.496 0.195 2.722 3.808 0.05 qd_soft ~protein [75] 1 1
16 1 10 75 200.0 5.0 0.902 2.244 5.242 0.267 3.024 4.838 0.05 qd_soft ~protein [75] 1 1
17 1 10 75 200.0 15.0 0.929 2.441 5.384 0.227 2.891 3.255 0.05 qd_soft ~protein [75] 1 1
18 1 10 75 200.0 25.0 0.941 2.579 5.591 0.167 2.734 3.258 0.05 qd_soft ~protein [75] 1 1
19 1 10 100 100.0 5.0 0.898 2.163 5.133 0.298 3.079 3.433 0.05 qd_soft ~protein [100] 1 1
20 1 10 100 100.0 15.0 0.934 2.388 5.32 0.245 2.675 4.262 0.05 qd_soft ~protein [100] 1 1
21 1 10 100 100.0 25.0 0.941 2.487 5.387 0.226 2.621 3.221 0.05 qd_soft ~protein [100] 1 1
22 1 10 100 160.0 5.0 0.9 2.216 5.203 0.278 3.086 11.015 0.05 qd_soft ~protein [100] 1 1
23 1 10 100 160.0 15.0 0.93 2.449 5.412 0.219 2.88 11.157 0.05 qd_soft ~protein [100] 1 1
24 1 10 100 160.0 25.0 0.94 2.496 5.416 0.218 2.685 3.272 0.05 qd_soft ~protein [100] 1 1
25 1 10 100 200.0 5.0 0.904 2.237 5.254 0.264 2.952 3.858 0.05 qd_soft ~protein [100] 1 1
26 1 10 100 200.0 15.0 0.932 2.472 5.401 0.222 2.808 3.291 0.05 qd_soft ~protein [100] 1 1
27 1 10 100 200.0 25.0 0.939 2.562 5.512 0.19 2.764 3.247 0.05 qd_soft ~protein [100] 1 1
28 1 20 50 100.0 5.0 0.905 2.236 5.253 0.264 2.923 3.719 0.05 qd_soft ~protein [50] 1 1
29 1 20 50 100.0 15.0 0.928 2.459 5.42 0.217 2.985 4.226 0.05 qd_soft ~protein [50] 1 1
30 1 20 50 100.0 25.0 0.942 2.541 5.48 0.199 2.642 8.901 0.05 qd_soft ~protein [50] 1 1
31 1 20 50 160.0 5.0 0.899 2.239 5.278 0.257 3.156 3.527 0.05 qd_soft ~protein [50] 1 1
32 1 20 50 160.0 15.0 0.929 2.474 5.406 0.221 2.933 3.388 0.05 qd_soft ~protein [50] 1 1
33 1 20 50 160.0 25.0 0.942 2.549 5.46 0.205 2.668 3.52 0.05 qd_soft ~protein [50] 1 1
34 1 20 50 200.0 5.0 0.898 2.241 5.295 0.253 3.175 3.644 0.05 qd_soft ~protein [50] 1 1
35 1 20 50 200.0 15.0 0.934 2.487 5.478 0.2 2.769 3.281 0.05 qd_soft ~protein [50] 1 1
36 1 20 50 200.0 25.0 0.94 2.587 5.59 0.167 2.775 3.261 0.05 qd_soft ~protein [50] 1 1
37 1 20 75 100.0 5.0 0.901 2.202 5.168 0.288 3.019 3.369 0.05 qd_soft ~protein [75] 1 1
38 1 20 75 100.0 15.0 0.932 2.415 5.321 0.245 2.755 6.493 0.05 qd_soft ~protein [75] 1 1
39 1 20 75 100.0 25.0 0.945 2.534 5.476 0.201 2.586 4.026 0.05 qd_soft ~protein [75] 1 1
40 1 20 75 160.0 5.0 0.903 2.232 5.239 0.268 2.988 28.468 0.05 qd_soft ~protein [75] 1 1
41 1 20 75 160.0 15.0 0.93 2.444 5.402 0.222 2.844 3.251 0.05 qd_soft ~protein [75] 1 1
42 1 20 75 160.0 25.0 0.941 2.55 5.539 0.182 2.68 3.255 0.05 qd_soft ~protein [75] 1 1
43 1 20 75 200.0 5.0 0.899 2.247 5.314 0.247 3.154 3.856 0.05 qd_soft ~protein [75] 1 1
44 1 20 75 200.0 15.0 0.935 2.51 5.496 0.195 2.738 4.321 0.05 qd_soft ~protein [75] 1 1
45 1 20 75 200.0 25.0 0.946 2.601 5.571 0.173 2.628 11.801 0.05 qd_soft ~protein [75] 1 1
46 1 20 100 100.0 5.0 0.901 2.192 5.192 0.281 3.018 3.866 0.05 qd_soft ~protein [100] 1 1
47 1 20 100 100.0 15.0 0.929 2.395 5.346 0.238 2.846 4.823 0.05 qd_soft ~protein [100] 1 1
48 1 20 100 100.0 25.0 0.941 2.498 5.414 0.219 2.639 3.895 0.05 qd_soft ~protein [100] 1 1
49 1 20 100 160.0 5.0 0.899 2.211 5.252 0.265 3.086 3.381 0.05 qd_soft ~protein [100] 1 1
50 1 20 100 160.0 15.0 0.932 2.443 5.427 0.215 2.795 4.614 0.05 qd_soft ~protein [100] 1 1
51 1 20 100 160.0 25.0 0.944 2.569 5.601 0.164 2.643 3.262 0.05 qd_soft ~protein [100] 1 1
52 1 20 100 200.0 5.0 0.902 2.224 5.255 0.264 3.011 3.893 0.05 qd_soft ~protein [100] 1 1
53 1 20 100 200.0 15.0 0.933 2.446 5.385 0.227 2.76 3.26 0.05 qd_soft ~protein [100] 1 1
54 1 20 100 200.0 25.0 0.946 2.565 5.573 0.172 2.591 3.266 0.05 qd_soft ~protein [100] 1 1
55 1 30 50 100.0 5.0 0.9 2.195 5.188 0.283 3.05 4.322 0.05 qd_soft ~protein [50] 1 1
56 1 30 50 100.0 15.0 0.934 2.443 5.336 0.241 2.724 3.228 0.05 qd_soft ~protein [50] 1 1
57 1 30 50 100.0 25.0 0.94 2.537 5.476 0.201 2.719 3.246 0.05 qd_soft ~protein [50] 1 1
58 1 30 50 160.0 5.0 0.901 2.237 5.244 0.267 3.057 3.352 0.05 qd_soft ~protein [50] 1 1
59 1 30 50 160.0 15.0 0.93 2.456 5.43 0.214 2.855 3.335 0.05 qd_soft ~protein [50] 1 1
60 1 30 50 160.0 25.0 0.941 2.591 5.607 0.162 2.748 3.284 0.05 qd_soft ~protein [50] 1 1
61 1 30 50 200.0 5.0 0.901 2.266 5.302 0.25 3.114 8.979 0.05 qd_soft ~protein [50] 1 1
62 1 30 50 200.0 15.0 0.933 2.497 5.476 0.201 2.803 3.27 0.05 qd_soft ~protein [50] 1 1
63 1 30 50 200.0 25.0 0.945 2.615 5.685 0.138 2.668 3.319 0.05 qd_soft ~protein [50] 1 1
64 1 30 75 100.0 5.0 0.902 2.197 5.204 0.278 2.982 3.512 0.05 qd_soft ~protein [75] 1 1
65 1 30 75 100.0 15.0 0.932 2.418 5.374 0.23 2.763 3.253 0.05 qd_soft ~protein [75] 1 1
66 1 30 75 100.0 25.0 0.943 2.544 5.52 0.188 2.633 3.554 0.05 qd_soft ~protein [75] 1 1
67 1 30 75 160.0 5.0 0.901 2.205 5.236 0.269 3.035 3.826 0.05 qd_soft ~protein [75] 1 1
68 1 30 75 160.0 15.0 0.933 2.44 5.371 0.231 2.746 3.248 0.05 qd_soft ~protein [75] 1 1
69 1 30 75 160.0 25.0 0.94 2.546 5.458 0.206 2.717 3.227 0.05 qd_soft ~protein [75] 1 1
70 1 30 75 200.0 5.0 0.898 2.252 5.304 0.25 3.179 3.353 0.05 qd_soft ~protein [75] 1 1
71 1 30 75 200.0 15.0 0.935 2.487 5.434 0.213 2.726 21.771 0.05 qd_soft ~protein [75] 1 1
72 1 30 75 200.0 25.0 0.942 2.623 5.595 0.165 2.73 3.258 0.05 qd_soft ~protein [75] 1 1
73 1 30 100 100.0 5.0 0.905 2.215 5.193 0.281 2.914 7.274 0.05 qd_soft ~protein [100] 1 1
74 1 30 100 100.0 15.0 0.929 2.397 5.338 0.24 2.836 3.47 0.05 qd_soft ~protein [100] 1 1
75 1 30 100 100.0 25.0 0.944 2.478 5.381 0.228 2.55 3.23 0.05 qd_soft ~protein [100] 1 1
76 1 30 100 160.0 5.0 0.9 2.233 5.244 0.267 3.085 3.632 0.05 qd_soft ~protein [100] 1 1
77 1 30 100 160.0 15.0 0.933 2.45 5.407 0.221 2.748 476.261 0.05 qd_soft ~protein [100] 1 1
78 1 30 100 160.0 25.0 0.943 2.519 5.497 0.194 2.613 3.26 0.05 qd_soft ~protein [100] 1 1
79 1 30 100 200.0 5.0 0.902 2.221 5.248 0.266 3.001 3.567 0.05 qd_soft ~protein [100] 1 1
80 1 30 100 200.0 15.0 0.932 2.476 5.53 0.185 2.828 4.292 0.05 qd_soft ~protein [100] 1 1
81 1 30 100 200.0 25.0 0.945 2.548 5.474 0.201 2.59 3.227 0.05 qd_soft ~protein [100] 1 1
82 2 10 50 100.0 5.0 0.912 2.244 5.24 0.251 2.732 3.441 0.05 qd_soft ~protein [50] 1 1
83 2 10 50 100.0 15.0 0.94 2.427 5.313 0.23 2.54 29.306 0.05 qd_soft ~protein [50] 1 1
84 2 10 50 100.0 25.0 0.948 2.528 5.374 0.212 2.536 3.211 0.05 qd_soft ~protein [50] 1 1
85 2 10 50 160.0 5.0 0.909 2.255 5.312 0.231 2.825 3.481 0.05 qd_soft ~protein [50] 1 1
86 2 10 50 160.0 15.0 0.941 2.452 5.411 0.202 2.536 3.717 0.05 qd_soft ~protein [50] 1 1
87 2 10 50 160.0 25.0 0.95 2.588 5.545 0.161 2.592 3.258 0.05 qd_soft ~protein [50] 1 1
88 2 10 50 200.0 5.0 0.91 2.285 5.323 0.227 2.85 5.467 0.05 qd_soft ~protein [50] 1 1
89 2 10 50 200.0 15.0 0.94 2.501 5.527 0.167 2.602 3.335 0.05 qd_soft ~protein [50] 1 1
90 2 10 50 200.0 25.0 0.947 2.579 5.593 0.147 2.596 3.254 0.05 qd_soft ~protein [50] 1 1
91 2 10 75 100.0 5.0 0.913 2.196 5.162 0.274 2.672 8.016 0.05 qd_soft ~protein [75] 1 1
92 2 10 75 100.0 15.0 0.941 2.436 5.399 0.205 2.534 3.259 0.05 qd_soft ~protein [75] 1 1
93 2 10 75 100.0 25.0 0.951 2.539 5.505 0.174 2.543 3.255 0.05 qd_soft ~protein [75] 1 1
94 2 10 75 160.0 5.0 0.911 2.259 5.278 0.24 2.781 4.07 0.05 qd_soft ~protein [75] 1 1
95 2 10 75 160.0 15.0 0.941 2.455 5.435 0.194 2.537 3.276 0.05 qd_soft ~protein [75] 1 1
96 2 10 75 160.0 25.0 0.948 2.529 5.503 0.174 2.541 3.537 0.05 qd_soft ~protein [75] 1 1
97 2 10 75 200.0 5.0 0.91 2.246 5.225 0.256 2.785 3.361 0.05 qd_soft ~protein [75] 1 1
98 2 10 75 200.0 15.0 0.941 2.498 5.464 0.186 2.6 3.726 0.05 qd_soft ~protein [75] 1 1
99 2 10 75 200.0 25.0 0.95 2.583 5.569 0.154 2.586 3.272 0.05 qd_soft ~protein [75] 1 1
100 2 10 100 100.0 5.0 0.916 2.201 5.17 0.271 2.598 5.644 0.05 qd_soft ~protein [100] 1 1
101 2 10 100 100.0 15.0 0.94 2.425 5.349 0.22 2.536 3.98 0.05 qd_soft ~protein [100] 1 1
102 2 10 100 100.0 25.0 0.948 2.482 5.408 0.202 2.494 3.233 0.05 qd_soft ~protein [100] 1 1
103 2 10 100 160.0 5.0 0.91 2.232 5.18 0.268 2.776 4.957 0.05 qd_soft ~protein [100] 1 1
104 2 10 100 160.0 15.0 0.938 2.444 5.411 0.202 2.591 85.076 0.05 qd_soft ~protein [100] 1 1
105 2 10 100 160.0 25.0 0.949 2.57 5.515 0.171 2.576 3.297 0.05 qd_soft ~protein [100] 1 1
106 2 10 100 200.0 5.0 0.91 2.242 5.356 0.218 2.778 5.113 0.05 qd_soft ~protein [100] 1 1
107 2 10 100 200.0 15.0 0.94 2.449 5.419 0.199 2.56 5.332 0.05 qd_soft ~protein [100] 1 1
108 2 10 100 200.0 25.0 0.947 2.564 5.53 0.166 2.585 3.236 0.05 qd_soft ~protein [100] 1 1
109 2 20 50 100.0 5.0 0.909 2.223 5.184 0.267 2.797 3.545 0.05 qd_soft ~protein [50] 1 1
110 2 20 50 100.0 15.0 0.939 2.447 5.364 0.215 2.588 3.295 0.05 qd_soft ~protein [50] 1 1
111 2 20 50 100.0 25.0 0.949 2.536 5.519 0.17 2.542 3.246 0.05 qd_soft ~protein [50] 1 1
112 2 20 50 160.0 5.0 0.906 2.253 5.211 0.26 2.919 3.327 0.05 qd_soft ~protein [50] 1 1
113 2 20 50 160.0 15.0 0.941 2.481 5.501 0.175 2.578 3.277 0.05 qd_soft ~protein [50] 1 1
114 2 20 50 160.0 25.0 0.95 2.595 5.594 0.147 2.6 3.279 0.05 qd_soft ~protein [50] 1 1
115 2 20 50 200.0 5.0 0.909 2.269 5.307 0.232 2.841 3.401 0.05 qd_soft ~protein [50] 1 1
116 2 20 50 200.0 15.0 0.941 2.516 5.587 0.149 2.605 3.314 0.05 qd_soft ~protein [50] 1 1
117 2 20 50 200.0 25.0 0.951 2.619 5.614 0.141 2.623 3.468 0.05 qd_soft ~protein [50] 1 1
118 2 20 75 100.0 5.0 0.907 2.209 5.185 0.267 2.83 3.375 0.05 qd_soft ~protein [75] 1 1
119 2 20 75 100.0 15.0 0.94 2.438 5.399 0.205 2.546 3.248 0.05 qd_soft ~protein [75] 1 1
120 2 20 75 100.0 25.0 0.948 2.521 5.431 0.196 2.541 3.281 0.05 qd_soft ~protein [75] 1 1
121 2 20 75 160.0 5.0 0.913 2.222 5.19 0.266 2.698 3.732 0.05 qd_soft ~protein [75] 1 1
122 2 20 75 160.0 15.0 0.941 2.46 5.461 0.187 2.56 5.184 0.05 qd_soft ~protein [75] 1 1
123 2 20 75 160.0 25.0 0.948 2.548 5.506 0.173 2.564 3.706 0.05 qd_soft ~protein [75] 1 1
124 2 20 75 200.0 5.0 0.911 2.255 5.251 0.248 2.79 12.646 0.05 qd_soft ~protein [75] 1 1
125 2 20 75 200.0 15.0 0.937 2.505 5.512 0.171 2.695 3.716 0.05 qd_soft ~protein [75] 1 1
126 2 20 75 200.0 25.0 0.953 2.676 5.822 0.076 2.679 3.319 0.05 qd_soft ~protein [75] 1 1
127 2 20 100 100.0 5.0 0.909 2.192 5.149 0.277 2.768 3.361 0.05 qd_soft ~protein [100] 1 1
128 2 20 100 100.0 15.0 0.941 2.419 5.341 0.222 2.5 3.288 0.05 qd_soft ~protein [100] 1 1
129 2 20 100 100.0 25.0 0.946 2.489 5.34 0.222 2.53 3.399 0.05 qd_soft ~protein [100] 1 1
130 2 20 100 160.0 5.0 0.906 2.197 5.178 0.269 2.873 3.833 0.05 qd_soft ~protein [100] 1 1
131 2 20 100 160.0 15.0 0.941 2.457 5.413 0.201 2.546 5.766 0.05 qd_soft ~protein [100] 1 1
132 2 20 100 160.0 25.0 0.951 2.561 5.513 0.171 2.564 3.25 0.05 qd_soft ~protein [100] 1 1
133 2 20 100 200.0 5.0 0.907 2.223 5.209 0.26 2.865 3.791 0.05 qd_soft ~protein [100] 1 1
134 2 20 100 200.0 15.0 0.942 2.494 5.492 0.178 2.567 3.299 0.05 qd_soft ~protein [100] 1 1
135 2 20 100 200.0 25.0 0.95 2.615 5.508 0.173 2.617 3.277 0.05 qd_soft ~protein [100] 1 1
136 2 30 50 100.0 5.0 0.914 2.236 5.182 0.268 2.675 50.541 0.05 qd_soft ~protein [50] 1 1
137 2 30 50 100.0 15.0 0.941 2.429 5.33 0.225 2.531 3.964 0.05 qd_soft ~protein [50] 1 1
138 2 30 50 100.0 25.0 0.949 2.527 5.473 0.183 2.544 4.206 0.05 qd_soft ~protein [50] 1 1
139 2 30 50 160.0 5.0 0.914 2.271 5.237 0.252 2.713 20.586 0.05 qd_soft ~protein [50] 1 1
140 2 30 50 160.0 15.0 0.939 2.476 5.417 0.2 2.599 3.422 0.05 qd_soft ~protein [50] 1 1
141 2 30 50 160.0 25.0 0.953 2.596 5.591 0.148 2.603 3.294 0.05 qd_soft ~protein [50] 1 1
142 2 30 50 200.0 5.0 0.909 2.278 5.284 0.239 2.859 3.355 0.05 qd_soft ~protein [50] 1 1
143 2 30 50 200.0 15.0 0.938 2.492 5.483 0.18 2.635 3.274 0.05 qd_soft ~protein [50] 1 1
144 2 30 50 200.0 25.0 0.949 2.584 5.628 0.136 2.59 3.286 0.05 qd_soft ~protein [50] 1 1
145 2 30 75 100.0 5.0 0.905 2.214 5.165 0.273 2.912 5.339 0.05 qd_soft ~protein [75] 1 1
146 2 30 75 100.0 15.0 0.938 2.441 5.342 0.222 2.593 10.389 0.05 qd_soft ~protein [75] 1 1
147 2 30 75 100.0 25.0 0.951 2.554 5.508 0.173 2.558 3.245 0.05 qd_soft ~protein [75] 1 1
148 2 30 75 160.0 5.0 0.907 2.239 5.262 0.245 2.886 3.83 0.05 qd_soft ~protein [75] 1 1
149 2 30 75 160.0 15.0 0.941 2.461 5.423 0.198 2.549 4.832 0.05 qd_soft ~protein [75] 1 1
150 2 30 75 160.0 25.0 0.951 2.592 5.592 0.147 2.596 3.29 0.05 qd_soft ~protein [75] 1 1
151 2 30 75 200.0 5.0 0.909 2.283 5.282 0.239 2.863 3.354 0.05 qd_soft ~protein [75] 1 1
152 2 30 75 200.0 15.0 0.942 2.521 5.522 0.168 2.598 3.368 0.05 qd_soft ~protein [75] 1 1
153 2 30 75 200.0 25.0 0.949 2.575 5.568 0.155 2.583 3.261 0.05 qd_soft ~protein [75] 1 1
154 2 30 100 100.0 5.0 0.91 2.173 5.166 0.272 2.712 7.552 0.05 qd_soft ~protein [100] 1 1
155 2 30 100 100.0 15.0 0.941 2.442 5.395 0.206 2.539 3.424 0.05 qd_soft ~protein [100] 1 1
156 2 30 100 100.0 25.0 0.95 2.526 5.5 0.175 2.531 3.237 0.05 qd_soft ~protein [100] 1 1
157 2 30 100 160.0 5.0 0.915 2.232 5.186 0.267 2.661 3.634 0.05 qd_soft ~protein [100] 1 1
158 2 30 100 160.0 15.0 0.939 2.443 5.39 0.208 2.576 3.585 0.05 qd_soft ~protein [100] 1 1
159 2 30 100 160.0 25.0 0.949 2.578 5.553 0.159 2.583 3.264 0.05 qd_soft ~protein [100] 1 1
160 2 30 100 200.0 5.0 0.906 2.234 5.184 0.267 2.883 3.797 0.05 qd_soft ~protein [100] 1 1
161 2 30 100 200.0 15.0 0.942 2.511 5.487 0.179 2.577 3.246 0.05 qd_soft ~protein [100] 1 1
162 2 30 100 200.0 25.0 0.947 2.609 5.476 0.182 2.628 3.236 0.05 qd_soft ~protein [100] 1 1
163 3 10 50 100.0 5.0 0.904 2.224 5.229 0.267 2.957 3.765 0.05 qd_soft ~protein [50] 1 1
164 3 10 50 100.0 15.0 0.936 2.451 5.408 0.216 2.658 3.261 0.05 qd_soft ~protein [50] 1 1
165 3 10 50 100.0 25.0 0.944 2.534 5.488 0.192 2.598 3.249 0.05 qd_soft ~protein [50] 1 1
166 3 10 50 160.0 5.0 0.899 2.237 5.262 0.257 3.147 3.366 0.05 qd_soft ~protein [50] 1 1
167 3 10 50 160.0 15.0 0.937 2.455 5.421 0.212 2.648 4.637 0.05 qd_soft ~protein [50] 1 1
168 3 10 50 160.0 25.0 0.944 2.586 5.638 0.148 2.658 3.278 0.05 qd_soft ~protein [50] 1 1
169 3 10 50 200.0 5.0 0.905 2.296 5.351 0.232 2.99 3.441 0.05 qd_soft ~protein [50] 1 1
170 3 10 50 200.0 15.0 0.931 2.503 5.524 0.182 2.869 3.272 0.05 qd_soft ~protein [50] 1 1
171 3 10 50 200.0 25.0 0.946 2.589 5.612 0.155 2.623 3.446 0.05 qd_soft ~protein [50] 1 1
172 3 10 75 100.0 5.0 0.901 2.193 5.151 0.288 3.027 3.519 0.05 qd_soft ~protein [75] 1 1
173 3 10 75 100.0 15.0 0.937 2.423 5.332 0.238 2.588 3.292 0.05 qd_soft ~protein [75] 1 1
174 3 10 75 100.0 25.0 0.944 2.505 5.429 0.21 2.563 3.226 0.05 qd_soft ~protein [75] 1 1
175 3 10 75 160.0 5.0 0.9 2.241 5.242 0.263 3.105 3.608 0.05 qd_soft ~protein [75] 1 1
176 3 10 75 160.0 15.0 0.935 2.47 5.461 0.2 2.698 3.332 0.05 qd_soft ~protein [75] 1 1
177 3 10 75 160.0 25.0 0.941 2.565 5.549 0.174 2.733 3.422 0.05 qd_soft ~protein [75] 1 1
178 3 10 75 200.0 5.0 0.902 2.256 5.229 0.267 3.028 3.36 0.05 qd_soft ~protein [75] 1 1
179 3 10 75 200.0 15.0 0.938 2.479 5.392 0.22 2.627 3.219 0.05 qd_soft ~protein [75] 1 1
180 3 10 75 200.0 25.0 0.945 2.563 5.539 0.177 2.618 3.452 0.05 qd_soft ~protein [75] 1 1
181 3 10 100 100.0 5.0 0.9 2.197 5.185 0.279 3.061 3.574 0.05 qd_soft ~protein [100] 1 1
182 3 10 100 100.0 15.0 0.933 2.427 5.376 0.225 2.731 3.254 0.05 qd_soft ~protein [100] 1 1
183 3 10 100 100.0 25.0 0.944 2.51 5.464 0.199 2.578 3.258 0.05 qd_soft ~protein [100] 1 1
184 3 10 100 160.0 5.0 0.905 2.209 5.182 0.28 2.888 3.276 0.05 qd_soft ~protein [100] 1 1
185 3 10 100 160.0 15.0 0.933 2.484 5.565 0.17 2.797 3.297 0.05 qd_soft ~protein [100] 1 1
186 3 10 100 160.0 25.0 0.941 2.539 5.59 0.162 2.701 3.309 0.05 qd_soft ~protein [100] 1 1
187 3 10 100 200.0 5.0 0.903 2.238 5.269 0.256 2.988 3.332 0.05 qd_soft ~protein [100] 1 1
188 3 10 100 200.0 15.0 0.93 2.434 5.416 0.213 2.87 14.908 0.05 qd_soft ~protein [100] 1 1
189 3 10 100 200.0 25.0 0.946 2.579 5.529 0.18 2.615 3.538 0.05 qd_soft ~protein [100] 1 1
190 3 20 50 100.0 5.0 0.902 2.247 5.225 0.268 3.021 3.37 0.05 qd_soft ~protein [50] 1 1
191 3 20 50 100.0 15.0 0.931 2.426 5.365 0.228 2.793 3.267 0.05 qd_soft ~protein [50] 1 1
192 3 20 50 100.0 25.0 0.944 2.525 5.483 0.194 2.598 3.63 0.05 qd_soft ~protein [50] 1 1
193 3 20 50 160.0 5.0 0.906 2.267 5.295 0.248 2.925 52.182 0.05 qd_soft ~protein [50] 1 1
194 3 20 50 160.0 15.0 0.93 2.48 5.492 0.191 2.903 3.31 0.05 qd_soft ~protein [50] 1 1
195 3 20 50 160.0 25.0 0.944 2.59 5.547 0.175 2.648 3.258 0.05 qd_soft ~protein [50] 1 1
196 3 20 50 200.0 5.0 0.901 2.27 5.282 0.252 3.088 3.953 0.05 qd_soft ~protein [50] 1 1
197 3 20 50 200.0 15.0 0.934 2.504 5.569 0.168 2.786 13.704 0.05 qd_soft ~protein [50] 1 1
198 3 20 50 200.0 25.0 0.94 2.628 5.615 0.155 2.802 3.269 0.05 qd_soft ~protein [50] 1 1
199 3 20 75 100.0 5.0 0.906 2.254 5.27 0.255 2.925 3.695 0.05 qd_soft ~protein [75] 1 1
200 3 20 75 100.0 15.0 0.934 2.426 5.367 0.228 2.694 3.355 0.05 qd_soft ~protein [75] 1 1
201 3 20 75 100.0 25.0 0.944 2.535 5.588 0.163 2.601 4.275 0.05 qd_soft ~protein [75] 1 1
202 3 20 75 160.0 5.0 0.903 2.226 5.192 0.277 2.985 3.241 0.05 qd_soft ~protein [75] 1 1
203 3 20 75 160.0 15.0 0.932 2.518 5.582 0.165 2.882 3.327 0.05 qd_soft ~protein [75] 1 1
204 3 20 75 160.0 25.0 0.942 2.555 5.559 0.171 2.665 3.309 0.05 qd_soft ~protein [75] 1 1
205 3 20 75 200.0 5.0 0.899 2.255 5.282 0.252 3.164 3.385 0.05 qd_soft ~protein [75] 1 1
206 3 20 75 200.0 15.0 0.933 2.473 5.447 0.204 2.775 4.245 0.05 qd_soft ~protein [75] 1 1
207 3 20 75 200.0 25.0 0.943 2.621 5.613 0.155 2.717 3.262 0.05 qd_soft ~protein [75] 1 1
208 3 20 100 100.0 5.0 0.902 2.196 5.184 0.279 2.996 3.273 0.05 qd_soft ~protein [100] 1 1
209 3 20 100 100.0 15.0 0.935 2.402 5.303 0.246 2.624 3.215 0.05 qd_soft ~protein [100] 1 1
210 3 20 100 100.0 25.0 0.946 2.549 5.579 0.166 2.586 3.258 0.05 qd_soft ~protein [100] 1 1
211 3 20 100 160.0 5.0 0.898 2.201 5.202 0.274 3.111 4.239 0.05 qd_soft ~protein [100] 1 1
212 3 20 100 160.0 15.0 0.934 2.448 5.417 0.213 2.723 3.249 0.05 qd_soft ~protein [100] 1 1
213 3 20 100 160.0 25.0 0.942 2.506 5.396 0.219 2.631 3.283 0.05 qd_soft ~protein [100] 1 1
214 3 20 100 200.0 5.0 0.9 2.244 5.278 0.253 3.109 3.587 0.05 qd_soft ~protein [100] 1 1
215 3 20 100 200.0 15.0 0.937 2.502 5.541 0.177 2.675 3.663 0.05 qd_soft ~protein [100] 1 1
216 3 20 100 200.0 25.0 0.944 2.521 5.469 0.198 2.579 3.223 0.05 qd_soft ~protein [100] 1 1
217 3 30 50 100.0 5.0 0.903 2.237 5.214 0.271 2.999 4.064 0.05 qd_soft ~protein [50] 1 1
218 3 30 50 100.0 15.0 0.936 2.46 5.441 0.206 2.674 3.403 0.05 qd_soft ~protein [50] 1 1
219 3 30 50 100.0 25.0 0.945 2.531 5.516 0.184 2.59 3.663 0.05 qd_soft ~protein [50] 1 1
220 3 30 50 160.0 5.0 0.9 2.28 5.305 0.245 3.129 3.453 0.05 qd_soft ~protein [50] 1 1
221 3 30 50 160.0 15.0 0.936 2.487 5.502 0.188 2.703 5.545 0.05 qd_soft ~protein [50] 1 1
222 3 30 50 160.0 25.0 0.946 2.58 5.633 0.149 2.61 3.28 0.05 qd_soft ~protein [50] 1 1
223 3 30 50 200.0 5.0 0.906 2.263 5.253 0.26 2.946 3.407 0.05 qd_soft ~protein [50] 1 1
224 3 30 50 200.0 15.0 0.934 2.487 5.563 0.17 2.766 3.35 0.05 qd_soft ~protein [50] 1 1
225 3 30 50 200.0 25.0 0.946 2.612 5.696 0.13 2.647 3.291 0.05 qd_soft ~protein [50] 1 1
226 3 30 75 100.0 5.0 0.902 2.214 5.206 0.273 3.003 4.047 0.05 qd_soft ~protein [75] 1 1
227 3 30 75 100.0 15.0 0.939 2.463 5.483 0.194 2.596 3.284 0.05 qd_soft ~protein [75] 1 1
228 3 30 75 100.0 25.0 0.945 2.503 5.492 0.191 2.554 3.299 0.05 qd_soft ~protein [75] 1 1
229 3 30 75 160.0 5.0 0.907 2.264 5.278 0.253 2.902 3.348 0.05 qd_soft ~protein [75] 1 1
230 3 30 75 160.0 15.0 0.931 2.465 5.46 0.201 2.857 18.874 0.05 qd_soft ~protein [75] 1 1
231 3 30 75 160.0 25.0 0.943 2.594 5.62 0.153 2.689 3.275 0.05 qd_soft ~protein [75] 1 1
232 3 30 75 200.0 5.0 0.898 2.234 5.268 0.256 3.158 4.198 0.05 qd_soft ~protein [75] 1 1
233 3 30 75 200.0 15.0 0.933 2.493 5.553 0.173 2.785 5.918 0.05 qd_soft ~protein [75] 1 1
234 3 30 75 200.0 25.0 0.937 2.571 5.693 0.131 2.844 3.325 0.05 qd_soft ~protein [75] 1 1
235 3 30 100 100.0 5.0 0.908 2.201 5.188 0.278 2.79 3.259 0.05 qd_soft ~protein [100] 1 1
236 3 30 100 100.0 15.0 0.937 2.414 5.338 0.236 2.592 14.599 0.05 qd_soft ~protein [100] 1 1
237 3 30 100 100.0 25.0 0.946 2.527 5.496 0.19 2.553 3.25 0.05 qd_soft ~protein [100] 1 1
238 3 30 100 160.0 5.0 0.899 2.243 5.267 0.256 3.139 3.565 0.05 qd_soft ~protein [100] 1 1
239 3 30 100 160.0 15.0 0.935 2.505 5.513 0.185 2.749 3.257 0.05 qd_soft ~protein [100] 1 1
240 3 30 100 160.0 25.0 0.943 2.537 5.559 0.171 2.632 3.295 0.05 qd_soft ~protein [100] 1 1
241 3 30 100 200.0 5.0 0.905 2.257 5.33 0.238 2.957 3.936 0.05 qd_soft ~protein [100] 1 1
242 3 30 100 200.0 15.0 0.935 2.509 5.552 0.173 2.74 3.283 0.05 qd_soft ~protein [100] 1 1
243 3 30 100 200.0 25.0 0.939 2.543 5.515 0.184 2.756 3.262 0.05 qd_soft ~protein [100] 1 1
