Entity-Level ML Monitoring: Fine-Grained Anomaly Detection
When it comes to monitoring your ML models, the standard approach is to monitor the statistical behavior of entire datasets...
Machine learning models can solve different kinds of problems. There are three types: binary classification models, multiclass classification models, and regression models.
We call these model types. Aporia currently supports 3 model types: binary, multiclass and regression.