Table 4.
Results of using SIRD, isotonic regression to calibrate the XG Boost classifier.
| Models used | Log-loss | Accuracy |
|---|---|---|
| XG Boost | 1.196 | 68.98 |
| XG Boost+Isotonic | 0.513 | 73.12 |
| XG Boost+SIRD | 0.352 | 78.98 |
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.