calcSFGCMBelongMatrix | R Documentation |

Calculate the generalized membership matrix (spatial version)

calcSFGCMBelongMatrix(centers, data, wdata, m, alpha, beta)

`centers` |
A matrix representing the centers of the clusters with p columns and k rows |

`data` |
A matrix representing the observed data with n rows and p columns |

`wdata` |
A matrix representing the lagged observed data with n rows and p columns |

`m` |
A float representing the fuzziness degree |

`alpha` |
A float representing the weight of the space in the analysis (0 is a typical fuzzy-c-mean algorithm, 1 is balanced between the two dimensions, 2 is twice the weight for space) |

`beta` |
A float for the beta parameter (control speed convergence and classification crispness) |

A n * k matrix representing the belonging probabilities of each observation to each cluster

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