utils.types.Metrics
Arize enum for metrics grouping when validating a schema column in log()
call.
Use Case | SDK Metric | Metric |
---|---|---|
Regression |
| MAPE, MAE, RMSE, MSE, R-Squared, Mean Error |
Classification |
| Accuracy, Recall, Precision, FPR, FNR, F1, Sensitivity, Specificity |
Ranking |
| NDCG |
AUC & LogLoss |
| AUC, PR-AUC, Log Loss |
Ranking Label |
| GroupAUC, MAP, MRR |
Method
repr()
To view applicable metrics, pass in your desired SDK Metric from above.
Code Example
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