binary logistic regression with intercept with L1 regularization | 15 sec | Passed |

binary logistic regression with intercept with L2 regularization | 6 sec | Passed |

binary logistic regression with intercept without regularization | 4.6 sec | Passed |

binary logistic regression without intercept with L1 regularization | 10 sec | Passed |

binary logistic regression without intercept with L2 regularization | 4 sec | Passed |

binary logistic regression without intercept without regularization | 8.1 sec | Passed |

logistic regression with LBFGS | 6.3 sec | Passed |

logistic regression with SGD | 3.2 sec | Passed |

logistic regression with initial weights and non-default regularization parameter | 1 sec | Passed |

logistic regression with initial weights with LBFGS | 1.3 sec | Passed |

logistic regression with initial weights with SGD | 2 sec | Passed |

model save/load: binary classification | 2.4 sec | Passed |

model save/load: multiclass classification | 0.78 sec | Passed |

multinomial logistic regression with LBFGS | 40 sec | Passed |

numerical stability of scaling features using logistic regression with LBFGS | 10 sec | Passed |