Network classification

COBRE.data | fMRI brain networks of the COBRE dataset |

construct_D | Constructor for D penalty matrix, use it for efficiency when... |

gc_predict | Predict function for graph classifier |

get_matrix | Returns a matrix from a vectorized network |

graphclass | Regularized logistic regression classifier for networks. |

graphclass-package | Generate R documentation from inline comments. |

matrix_to_vec | Returns a vectorized adjacency matrix |

node_sparsity | Calculates the node sparsity of a vectorized adjacency matrix |

plot_adjmatrix | Plots a vectorized adjacency matrix. |

plot.graphclass | Plot function for graph classifier. |

power.parcellation | Node assignments of the Power parcellation |

predict.graphclass | Predict function for graph classifier. |

UMich.data | fMRI brain networks of the UMich dataset |

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