Class M3pp_superpos_fitc_theoreticalKt

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      • m3pp_superpos_fitc_theoretical

         final static Pair<MatrixCell, List<MatrixCell>> m3pp_superpos_fitc_theoretical(MatrixCell targetMmap, Integer numComponents, Double t, Double tinf)

        Fits k second-order M3PPm_j and superposes them into a M3PPm using theoretical count characteristics of the target process.

        Parameters:
        targetMmap - The target MMAP to match with superposition
        numComponents - Number of M3PP components to use (k)
        t - Finite time scale for IDC computation
        tinf - Near-infinite time scale for IDC computation
        Returns:

        Pair of (superposed M3PP, list of component M3PPs)

      • m3pp_superpos_fitc_trace

         final static Pair<MatrixCell, List<MatrixCell>> m3pp_superpos_fitc_trace(DoubleArray traceData, IntArray classLabels, Integer numComponents, Double t, Double tinf)

        Fits k second-order M3PPm_j and superposes them using trace data to determine theoretical characteristics.

        Parameters:
        traceData - Inter-arrival times trace
        classLabels - Class labels for each arrival
        numComponents - Number of M3PP components to use
        t - Finite time scale
        tinf - Near-infinite time scale
        Returns:

        Pair of (superposed M3PP, list of component M3PPs)