[INFO ] Method: LMNN
[INFO ] Options: {'optimizer': 'bbsgd', 'passes': 5, 'seed': 42}
[INFO ] Library: mlpack
[INFO ] Dataset: iris
[INFO ] Dataset: wine
[INFO ] Dataset: ionosphere
[INFO ] Dataset: balance
[INFO ] Dataset: letter
[INFO ] Dataset: diabetes
[FATAL] Could not execute command:
jenkins/workspace/pull-requests-benchmarks-benchmark/libraries/bin/mlpack_lmnn',
'-i', 'datasets/diabetes.csv', '-v', '-o', 'distance.csv', '-O', 'bbsgd', '-p',
'5', '--seed', '42']

                  mlpack
iris            0.389211
wine          172.268273
ionosphere      8.592208
balance         8.286903
letter       2453.007138
diabetes              -2

[INFO ] Options: {'optimizer': 'sgd', 'step_size': '1e-07', 'range': 50, 'passes': 5,
'seed': 42}
[INFO ] Library: mlpack
[INFO ] Dataset: iris
[INFO ] Dataset: wine
[INFO ] Dataset: ionosphere
[INFO ] Dataset: balance
[INFO ] Dataset: letter
[INFO ] Dataset: diabetes
[FATAL] Could not execute command:
jenkins/workspace/pull-requests-benchmarks-benchmark/libraries/bin/mlpack_lmnn',
'-i', 'datasets/diabetes.csv', '-v', '-o', 'distance.csv', '-O', 'sgd', '-R',
'50', '-a', '1e-07', '-p', '5', '--seed', '42']

                 mlpack
iris           0.016622
wine           4.918363
ionosphere     0.316278
balance        0.092519
letter       158.831252
diabetes             -2

[INFO ] Options: None
[INFO ] Options: {'range': 25, 'passes': 10, 'seed': 42}
[INFO ] Library: mlpack
[INFO ] Dataset: iris
[INFO ] Dataset: wine
[INFO ] Dataset: ionosphere
[INFO ] Dataset: balance
[INFO ] Dataset: letter
[INFO ] Dataset: diabetes
[FATAL] Could not execute command:
jenkins/workspace/pull-requests-benchmarks-benchmark/libraries/bin/mlpack_lmnn',
'-i', 'datasets/diabetes.csv', '-v', '-o', 'distance.csv', '-R', '25', '-p',
'10', '--seed', '42']

                 mlpack
iris           0.028982
wine          17.061195
ionosphere     1.619241
balance        0.337533
letter       414.753125
diabetes             -2

[INFO ] Options: {'optimizer': 'lbfgs', 'max_iterations': 2000, 'wolfe': 0.5,
'num_targets': 5, 'seed': 42, 'range': 50}
[INFO ] Library: mlpack
[INFO ] Dataset: iris
[INFO ] Dataset: wine
[FATAL] Could not execute command:
jenkins/workspace/pull-requests-benchmarks-benchmark/libraries/bin/mlpack_lmnn',
'-i', 'datasets/wine_qual.csv', '-v', '-o', 'distance.csv', '-O', 'lbfgs', '-k',
'5', '-R', '50', '-n', '2000', '-w', '0.5', '--seed', '42']
[INFO ] Dataset: ionosphere
[INFO ] Dataset: balance
[INFO ] Dataset: letter
[FATAL] Could not execute command:
jenkins/workspace/pull-requests-benchmarks-benchmark/libraries/bin/mlpack_lmnn',
'-i', 'datasets/letter_recognition.csv', '-v', '-o', 'distance.csv', '-O',
'lbfgs', '-k', '5', '-R', '50', '-n', '2000', '-w', '0.5', '--seed', '42']

                mlpack
iris          0.165088
wine                -2
ionosphere   13.803810
balance       0.343806
letter              -2

[INFO ] Options: {'optimizer': 'lbfgs', 'max_iterations': 2000, 'seed': 42, 'range':
100}
[INFO ] Library: mlpack
[INFO ] Dataset: covtype
[INFO ] Dataset: shuttle
[INFO ] Dataset: diabetes
[FATAL] Could not execute command:
jenkins/workspace/pull-requests-benchmarks-benchmark/libraries/bin/mlpack_lmnn',
'-i', 'datasets/diabetes.csv', '-v', '-o', 'distance.csv', '-O', 'lbfgs', '-R',
'100', '-n', '2000', '--seed', '42']

                mlpack
covtype    2287.473131
shuttle      32.779413
diabetes            -2

[INFO ] Options: {'range': 100, 'passes': 3, 'seed': 42}
[INFO ] Library: mlpack
[INFO ] Dataset: letter
[INFO ] Dataset: shuttle

              mlpack
letter     55.680159
shuttle   108.246397