Production Monitoring Summary
- Total calls: 1
- Error rate: 0.00%
- Latency p50: 82.04 ms
- Latency p95: 82.04 ms
Score Monitoring
- Score mean: 0.3755
- Score p50: 0.3755
- Score p95: 0.3755
- Score min: 0.3755
- Score max: 0.3755
- Predicted default rate: 0.00%
Data Drift Summary
| feature |
type |
ks_stat |
p_value |
drift_detected |
psi |
| EXT_SOURCE_2 |
numeric |
0.5905 |
0.819238 |
False |
NaN |
| EXT_SOURCE_3 |
numeric |
0.9047 |
0.191111 |
False |
NaN |
| AMT_ANNUITY |
numeric |
0.5184 |
0.963407 |
False |
NaN |
| EXT_SOURCE_1 |
numeric |
0.5822 |
0.836199 |
False |
NaN |
| CODE_GENDER |
categorical |
NaN |
NaN |
True |
9.6538 |
| DAYS_EMPLOYED |
numeric |
0.6508 |
0.698660 |
False |
NaN |
| AMT_CREDIT |
numeric |
0.5996 |
0.801040 |
False |
NaN |
| AMT_GOODS_PRICE |
numeric |
0.6115 |
0.777177 |
False |
NaN |
| DAYS_BIRTH |
numeric |
0.9474 |
0.105579 |
False |
NaN |
| FLAG_OWN_CAR |
categorical |
NaN |
NaN |
True |
4.3985 |
Feature Distributions
EXT_SOURCE_2
EXT_SOURCE_3
AMT_ANNUITY
EXT_SOURCE_1
CODE_GENDER
DAYS_EMPLOYED
AMT_CREDIT
AMT_GOODS_PRICE
DAYS_BIRTH
FLAG_OWN_CAR
