# mda v0.4-10

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## Mixture and Flexible Discriminant Analysis

Mixture and flexible discriminant analysis, multivariate
adaptive regression splines (MARS), BRUTO, ...

## Functions in mda

Name | Description | |

fda | Flexible Discriminant Analysis | |

gen.ridge | Penalized Regression | |

mda.start | Initialization for Mixture Discriminant Analysis | |

model.matrix.mars | Produce a Design Matrix from a `mars' Object | |

ESL.mixture | Mixture example from "Elements of Statistical Learning" | |

bruto | Fit an Additive Spline Model by Adaptive Backfitting | |

mspline | Vector Smoothing Spline | |

plot.fda | Plot for Flexible Discriminant Analysis | |

glass | Glass Identification Database | |

laplacian | create penalty object for two-dimensional smoothing. | |

predict.fda | Classify by Flexible Discriminant Analysis | |

predict.mars | Predict method for MARS Objects | |

polyreg | Polynomial Regression | |

predict.bruto | Predict method for BRUTO Objects | |

coef.fda | Produce coefficients for an fda or mda object | |

confusion | Confusion Matrices | |

predict.mda | Classify by Mixture Discriminant Analysis | |

softmax | Find the Maximum in Each Row of a Matrix | |

mars | Multivariate Adaptive Regression Splines | |

mda | Mixture Discriminant Analysis | |

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## Last month downloads

## Details

Date | 2017-11-02 |

License | GPL-2 |

Packaged | 2017-11-02 15:46:34 UTC; hastie |

Repository | CRAN |

Date/Publication | 2017-11-02 16:15:22 UTC |

NeedsCompilation | yes |

depends | class , R (>= 1.9.0) , stats |

suggests | earth |

Contributors | Brian Ripley, Kurt Hornik, S by Trevor Hastie, Robert Original R port by Friedrich Leisch |

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