LinearRegression on blocks | 2 min 47 sec | Passed |

export test data into CSV format | 0 ms | Skipped |

huber loss model match squared error for large epsilon | 0.83 sec | Passed |

linear regression (huber loss) with intercept with L2 regularization | 0.97 sec | Passed |

linear regression (huber loss) with intercept without regularization | 1.6 sec | Passed |

linear regression (huber loss) without intercept with L2 regularization | 0.71 sec | Passed |

linear regression (huber loss) without intercept without regularization | 0.88 sec | Passed |

linear regression handles singular matrices | 0.63 sec | Passed |

linear regression model testset evaluation summary | 2.6 sec | Passed |

linear regression model testset evaluation summary with weighted samples | 13 sec | Passed |

linear regression model training summary | 3.6 sec | Passed |

linear regression model training summary with weighted samples | 10 sec | Passed |

linear regression model with constant label | 1.5 sec | Passed |

linear regression model with l-bfgs with big feature datasets | 1.3 sec | Passed |

linear regression summary with weighted samples and intercept by normal solver | 0.37 sec | Passed |

linear regression summary with weighted samples and w/o intercept by normal solver | 0.21 sec | Passed |

linear regression training summary totalIterations | 2.8 sec | Passed |

linear regression with intercept with ElasticNet regularization | 5 sec | Passed |

linear regression with intercept with L1 regularization | 4.7 sec | Passed |

linear regression with intercept with L2 regularization | 4.5 sec | Passed |

linear regression with intercept without regularization | 4.4 sec | Passed |

linear regression with l-bfgs when training is not needed | 1.3 sec | Passed |

linear regression with weighted samples | 18 sec | Passed |

linear regression without intercept with ElasticNet regularization | 5.7 sec | Passed |

linear regression without intercept with L1 regularization | 5 sec | Passed |

linear regression without intercept with L2 regularization | 4.9 sec | Passed |

linear regression without intercept without regularization | 6.4 sec | Passed |

linear regression: can transform data with LinearRegressionModel | 0.54 sec | Passed |

linear regression: default params | 0.64 sec | Passed |

linear regression: illegal params | 3 ms | Passed |

params | 1 ms | Passed |

pmml export | 1.3 sec | Passed |

prediction on single instance | 0.78 sec | Passed |

read/write | 1.2 sec | Passed |

regularized linear regression through origin with constant label | 0.37 sec | Passed |

should support all NumericType labels and weights, and not support other types | 2.4 sec | Passed |