binary logistic regression with intercept with L1 regularization | 0.8 sec | Passed |

binary logistic regression with intercept with L2 regularization | 0.99 sec | Passed |

binary logistic regression with intercept without regularization | 0.85 sec | Passed |

binary logistic regression without intercept with L1 regularization | 3.3 sec | Passed |

binary logistic regression without intercept with L2 regularization | 1 sec | Passed |

binary logistic regression without intercept without regularization | 2.1 sec | Passed |

logistic regression with LBFGS | 1 sec | Passed |

logistic regression with SGD | 0.57 sec | Passed |

logistic regression with initial weights and non-default regularization parameter | 0.41 sec | Passed |

logistic regression with initial weights with LBFGS | 0.48 sec | Passed |

logistic regression with initial weights with SGD | 0.53 sec | Passed |

model save/load: binary classification | 0.49 sec | Passed |

model save/load: multiclass classification | 0.23 sec | Passed |

multinomial logistic regression with LBFGS | 13 sec | Passed |

numerical stability of scaling features using logistic regression with LBFGS | 2.7 sec | Passed |