Table 4 Comparison of classifier_C and PSRSM1 on CB513.
From: Protein Secondary Structure Prediction Based on Data Partition and Semi-Random Subspace Method
Protein length L | Q3(%) | Training data | ||||
|---|---|---|---|---|---|---|
Classifier_C | PSRSM1 | |||||
Classifier_C | PSRSM1 | Number (protein) | Number (amino acid) | Number (protein) | Number (amino acid) | |
[1,100] | 75.48 | 83.25 | 176 | 10996 | 2260 | 161952 |
(100,200] | 78.17 | 76.44 | 255 | 37369 | 0 | 0 |
(200,300] | 78.60 | 75.83 | 137 | 34072 | 0 | 0 |
(300,400] | 75.94 | 73.82 | 105 | 35529 | 0 | 0 |
(400,500] | 75.81 | 72.07 | 63 | 27818 | 0 | 0 |
L > 500 | 74.01 | 71.23 | 64 | 42277 | 0 | 0 |
all | 77.16 | 77.57 | 800 | 188061 | 2260 | 161952 |
