Table 9:
Pearson correlation coefficients for cross protein Cα atom blind B-factor prediction obtained by boosted gradient (GBT), convolutional neural network (CNN), and consensus (CON) for the medium-sized protein set.
PDB ID | N | GBT | CNN | CON |
---|---|---|---|---|
1ABA | 87 | 0.73 | 0.71 | 0.74 |
1CYO | 88 | 0.64 | 0.7 | 0.68 |
1FK5 | 93 | 0.59 | 0.6 | 0.61 |
1GXU | 89 | 0.67 | 0.68 | 0.69 |
1I71 | 83 | 0.53 | 0.58 | 0.56 |
1LR7 | 73 | 0.62 | 0.61 | 0.64 |
1N7E | 95 | 0.63 | 0.58 | 0.65 |
1NNX | 93 | 0.78 | 0.79 | 0.8 |
1NOA | 113 | 0.55 | 0.53 | 0.56 |
1OPD | 85 | 0.42 | 0.34 | 0.41 |
1QAU | 112 | 0.51 | 0.59 | 0.57 |
1R7J | 90 | 0.71 | 0.77 | 0.75 |
1UHA | 82 | 0.71 | 0.74 | 0.73 |
1ULR | 87 | 0.54 | 0.53 | 0.56 |
1USM | 77 | 0.73 | 0.72 | 0.75 |
1V05 | 96 | 0.6 | 0.64 | 0.63 |
1W2L | 97 | 0.43 | 0.5 | 0.47 |
1X3O | 80 | 0.41 | 0.43 | 0.44 |
1Z21 | 96 | 0.68 | 0.65 | 0.69 |
1ZVA | 75 | 0.7 | 0.7 | 0.71 |
2BF9 | 35 | 0.48 | 0.79 | 0.58 |
2BRF | 103 | 0.72 | 0.77 | 0.75 |
2CE0 | 109 | 0.6 | 0.66 | 0.64 |
2E3H | 81 | 0.65 | 0.68 | 0.67 |
2EAQ | 89 | 0.57 | 0.63 | 0.61 |
2EHS | 75 | 0.62 | 0.67 | 0.65 |
2FQ3 | 85 | 0.77 | 0.82 | 0.81 |
2IP6 | 87 | 0.6 | 0.66 | 0.63 |
2MCM | 112 | 0.71 | 0.77 | 0.75 |
2NUH | 104 | 0.72 | 0.56 | 0.7 |
2PKT | 93 | 0.01 | −0.04 | −0.01 |
2PLT | 98 | 0.52 | 0.53 | 0.54 |
2QJL | 107 | 0.54 | 0.57 | 0.56 |
2RB8 | 93 | 0.67 | 0.7 | 0.7 |
3BZQ | 99 | 0.45 | 0.53 | 0.49 |
5CYT | 103 | 0.39 | 0.34 | 0.39 |