Interface IPELTAlgorithm
- Namespace
- SignalSharp.Detection.PELT
- Assembly
- SignalSharp.dll
Interface for the PELT algorithm implementation.
public interface IPELTAlgorithmProperties
Options
Gets the options used to configure this PELT algorithm instance.
PELTOptions Options { get; }Property Value
Methods
Detect(double)
Detects the change points in the fitted signal using the specified penalty value.
int[] Detect(double penalty)Parameters
penaltydoubleThe penalty value to control the number of change points.
Returns
- int[]
An array of indices representing the change points in the signal.
Fit(double[,])
Fits the PELT algorithm to the provided multi-dimensional time series data.
IPELTAlgorithm Fit(double[,] signalMatrix)Parameters
signalMatrixdouble[,]The multi-dimensional time series data to fit.
Returns
- IPELTAlgorithm
The fitted IPELTAlgorithm instance.
Fit(double[])
Fits the PELT algorithm to the provided one-dimensional time series data.
IPELTAlgorithm Fit(double[] signal)Parameters
signaldouble[]The one-dimensional time series data to fit.
Returns
- IPELTAlgorithm
The fitted IPELTAlgorithm instance.
FitAndDetect(double[,], double)
Fits the PELT algorithm to the provided multi-dimensional signal data and detects the change points using the specified penalty value.
int[] FitAndDetect(double[,] signalMatrix, double penalty)Parameters
signalMatrixdouble[,]The multi-dimensional time series data to be segmented.
penaltydoubleThe penalty value to control the number of change points.
Returns
- int[]
An array of indices representing the change points in the signal.
FitAndDetect(double[], double)
Fits the PELT algorithm to the provided one-dimensional signal data and detects the change points using the specified penalty value.
int[] FitAndDetect(double[] signal, double penalty)Parameters
signaldouble[]The one-dimensional time series data to be segmented.
penaltydoubleThe penalty value to control the number of change points.
Returns
- int[]
An array of indices representing the change points in the signal.