Module prediction 

Next activity prediction kernels.

This module provides process activity prediction:

• Markov chain-based prediction
• N-gram model prediction
• Batch inference for multiple traces

Structs

ActivityPrediction

A predicted next activity.

NextActivityPrediction

Next activity prediction kernel.

PredictionConfig

Configuration for prediction.

PredictionInput

Input for batch prediction.

PredictionModel

A trained prediction model.

PredictionOutput

Output from batch prediction.

TraceHistory

A trace history for prediction.

TracePrediction

Predictions for a single trace.

Enums

PredictionModelType

Prediction model type.

Type Aliases

HigherOrderTransitions

Higher-order transition matrix. Key: sequence of activities (as tuple), Value: map of next activity -> count

TransitionMatrix

Transition matrix for first-order Markov model. Key: current activity, Value: map of next activity -> count