API Reference - Models - Markov

Constructors

new()

Creates a new base model object. If any of the arguments are nil, default argument values for that argument will be used.

Markov.new(learningRate: number, isHidden: boolean, StatesList: {any}, ObservationsList: {any}): ModelObject

Parameters:

  • learningRate: The speed at which the algorithm learns. Recommended to set between 0 and 1.

  • isHidden: Set whether or not this Markov Model is a Hidden Markov Model.

  • StatesList: A list containing all the states.

  • ObservationsList: A list containing all the observations.

Returns:

  • ModelObject: The generated model object.

Functions

train() 

Markov:train(previousStateVector, currentStateVector, observationStateVector)

predict() 

Markov:predict(stateVector, returnOriginalOutput)

Inherited From

References