EZHit estimates enzyme–reaction compatibility using an ensemble model and adds a latent-space distribution check based on Mahalanobis distance. A high probability suggests potential catalytic compatibility, while a lower Mahalanobis distance suggests that the input pair is closer to the learned training distribution.
1. Select Prediction Model
Use the general model for broad screening, or choose a specialized model when the enzyme family is known.