From: Corruption red flags in public procurement: new evidence from Italian calls for tenders
Model | Small model | Large model | ||||
---|---|---|---|---|---|---|
Precision | Recall | F measure | Precision | Recall | F measure | |
A. Verification data | ||||||
OLS | 0.255 | 0.261 | 0.258 | 0.257 | 0.263 | 0.260 |
Lasso | 0.245 | 0.266 | 0.255 | 0.246 | 0.265 | 0.255 |
Ridge | 0.235 | 0.270 | 0.251 | 0.240 | 0.271 | 0.254 |
Random Forest | 0.971 | 0.808 | 0.882 | 1 | 0.911 | 0.953 |
B. Main data | ||||||
OLS | 0.228 | 0.312 | 0.264 | |||
Lasso | 0.227 | 0.313 | 0.263 | |||
Ridge | 0.225 | 0.309 | 0.261 | |||
Random Forest | 0.876 | 0.453 | 0.597 |