binary logistic regression with intercept with L1 regularization | 5.1 sec | Passed |

binary logistic regression with intercept with L2 regularization | 2 sec | Passed |

binary logistic regression with intercept without regularization | 2.3 sec | Passed |

binary logistic regression without intercept with L1 regularization | 3.8 sec | Passed |

binary logistic regression without intercept with L2 regularization | 1.2 sec | Passed |

binary logistic regression without intercept without regularization | 2.3 sec | Passed |

logistic regression with LBFGS | 1.3 sec | Passed |

logistic regression with SGD | 0.5 sec | Passed |

logistic regression with initial weights and non-default regularization parameter | 0.36 sec | Passed |

logistic regression with initial weights with LBFGS | 0.6 sec | Passed |

logistic regression with initial weights with SGD | 0.5 sec | Passed |

model save/load: binary classification | 1.3 sec | Passed |

model save/load: multiclass classification | 0.38 sec | Passed |

multinomial logistic regression with LBFGS | 12 sec | Passed |

numerical stability of scaling features using logistic regression with LBFGS | 3.1 sec | Passed |