Tree-Based Discriminant Analysis

checkPredictorsAndTree | Check predictors |

coef.treeda | Coefficients from treeda fit |

combine_plot_and_tree | Method for combining two ggplots |

edgesToChildren | Makes a hash table with nodes and their children |

expand_background | Expand the background of a gtable. |

get_leaf_position | Get leaf positions from a tree layout |

makeClassProperties | Compute properties of the classes |

makeDescendantMatrix | Make descendant matrix |

makeLeafCoefficients | Make leaf coefficients |

makeNodeAndLeafPredictors | Make a matrix with predictors for each leaf and node |

makeResponseMatrix | Make response matrix |

nodeToLeafCoefficients | Node coefficients to leaf coefficients |

plot_coefficients | Plot the discriminating axes from treeda |

plot.treedacv | Plot a treedacv object |

predict.treeda | Predict using new data |

print.treeda | Print a treeda object |

print.treedacv | Print treedacv objects |

treeda | Tree-based sparse discriminant analysis |

treedacv | treeda cross validation |

treeda_example | Example dataset |

treeDA-package | Tree-based discriminant analysis |

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