binary logistic regression with intercept with L1 regularization | 9.3 sec | Passed |

binary logistic regression with intercept with L2 regularization | 3.5 sec | Passed |

binary logistic regression with intercept without regularization | 3.2 sec | Passed |

binary logistic regression without intercept with L1 regularization | 7 sec | Passed |

binary logistic regression without intercept with L2 regularization | 3.6 sec | Passed |

binary logistic regression without intercept without regularization | 3.2 sec | Passed |

logistic regression with LBFGS | 1.8 sec | Passed |

logistic regression with SGD | 0.88 sec | Passed |

logistic regression with initial weights and non-default regularization parameter | 0.46 sec | Passed |

logistic regression with initial weights with LBFGS | 0.85 sec | Passed |

logistic regression with initial weights with SGD | 0.68 sec | Passed |

model save/load: binary classification | 1.1 sec | Passed |

model save/load: multiclass classification | 0.34 sec | Passed |

multinomial logistic regression with LBFGS | 20 sec | Passed |

numerical stability of scaling features using logistic regression with LBFGS | 4.5 sec | Passed |