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HiddenMarkovDistributionFit Method (Double, Double, HiddenMarkovOptions)

Fits the underlying distribution to a given set of observations.

Namespace:  Accord.Statistics.Distributions.Multivariate
Assembly:  Accord.Statistics (in Accord.Statistics.dll) Version: 3.8.0
Syntax
public void Fit(
	double[][] observations,
	double[] weights,
	HiddenMarkovOptions options
)
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Parameters

observations
Type: SystemDouble
The array of observations to fit the model against. The array elements can be either of type double (for univariate data) or type double[] (for multivariate data).
weights
Type: SystemDouble
The weight vector containing the weight for each of the samples.
options
Type: Accord.Statistics.Distributions.FittingHiddenMarkovOptions
Optional arguments which may be used during fitting, such as regularization constants and additional parameters.
Remarks
Although both double[] and double[][] arrays are supported, providing a double[] for a multivariate distribution or a double[][] for a univariate distribution may have a negative impact in performance.
See Also