binary logistic regression with intercept with L1 regularization | 5.8 sec | Passed |

binary logistic regression with intercept with L2 regularization | 2.2 sec | Passed |

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

binary logistic regression without intercept with L1 regularization | 4.4 sec | Passed |

binary logistic regression without intercept with L2 regularization | 1.6 sec | Passed |

binary logistic regression without intercept without regularization | 2.4 sec | Passed |

logistic regression with LBFGS | 1.4 sec | Passed |

logistic regression with SGD | 0.48 sec | Passed |

logistic regression with initial weights and non-default regularization parameter | 0.44 sec | Passed |

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

logistic regression with initial weights with SGD | 0.49 sec | Passed |

model save/load: binary classification | 0.65 sec | Passed |

model save/load: multiclass classification | 0.33 sec | Passed |

multinomial logistic regression with LBFGS | 12 sec | Passed |

numerical stability of scaling features using logistic regression with LBFGS | 3.4 sec | Passed |