Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
PDB186 is classified by a random forest using mixed feature representations.
| Method | Non-Dimensionality-Reduction | Dimensionality-Reduction | ||
|---|---|---|---|---|
| Ten-Cross Validation Accuracy (%) | Test Set Validation Accuracy (%) | Ten-Cross Validation Accuracy (%) | Test Set Validation Accuracy (%) | |
| SSF + K-Skip-N-Grams | 61.49 | 78.95 | 62.84 | 86.84 |
| Information theory + K-Skip-N-Grams | 62.84 | 73.68 | 63.51 | 73.68 |
| SSF + Informationtheory | 63.51 | 81.58 | 64.19 | 73.68 |
| SSF + Informationtheory + K-Skip-N-Grams | 57.43 | 78.95 | 61.49 | 81.58 |
