4150622
1
Jan van Rijn
14
Supervised Classification
6840
sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imputer,classifier=sklearn.tree.tree.DecisionTreeClassifier)(1)
2187191
axis
0
6758
copy
true
6758
missing_values
"NaN"
6758
strategy
"median"
6758
verbose
0
6758
class_weight
null
6841
criterion
"entropy"
6841
max_depth
1.723606353647807
6841
max_features
1.0
6841
max_leaf_nodes
null
6841
min_impurity_split
1e-07
6841
min_samples_leaf
11
6841
min_samples_split
19
6841
min_weight_fraction_leaf
0.0
6841
presort
false
6841
random_state
64691
6841
splitter
"best"
6841
openml-pimp
openml-python
Sklearn_0.18.1.
14
mfeat-fourier
https://www.openml.org/data/download/14/dataset_14_mfeat-fourier.arff
-1
9273109
description
https://api.openml.org/data/download/9273109/description.xml
-1
9273108
predictions
https://api.openml.org/data/download/9273108/predictions.arff
area_under_roc_curve
0.715802 [0.794678,0.651806,0.727044,0.694978,0.665361,0.579833,0.77095,0.732756,0.782472,0.758144]
average_cost
0
f_measure
0.066203 [0.360806,0,0,0,0,0,0,0.301223,0,0]
kappa
0.107778
kb_relative_information_score
477.728152
mean_absolute_error
0.165409
mean_prior_absolute_error
0.18
number_of_instances
2000 [200,200,200,200,200,200,200,200,200,200]
precision
0.039865 [0.220852,0,0,0,0,0,0,0.177798,0,0]
predictive_accuracy
0.197
prior_entropy
3.321928
recall
0.197 [0.985,0,0,0,0,0,0,0.985,0,0]
relative_absolute_error
0.918936
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.287724
root_relative_squared_error
0.95908
total_cost
0
area_under_roc_curve
0.722222 [0.805556,0.611111,0.722222,0.75,0.694444,0.611111,0.777778,0.722222,0.75,0.777778]
area_under_roc_curve
0.734444 [0.8,0.7,0.7,0.727778,0.727778,0.588889,0.8,0.727778,0.8,0.772222]
area_under_roc_curve
0.724444 [0.794444,0.677778,0.761111,0.677778,0.622222,0.622222,0.738889,0.761111,0.794444,0.794444]
area_under_roc_curve
0.72 [0.788889,0.655556,0.738889,0.711111,0.683333,0.572222,0.788889,0.738889,0.816667,0.705556]
area_under_roc_curve
0.742222 [0.816667,0.738889,0.711111,0.738889,0.683333,0.627778,0.788889,0.711111,0.816667,0.788889]
area_under_roc_curve
0.724444 [0.822222,0.677778,0.733333,0.733333,0.677778,0.566667,0.766667,0.733333,0.794444,0.738889]
area_under_roc_curve
0.723333 [0.772222,0.644444,0.755556,0.7,0.672222,0.588889,0.8,0.755556,0.8,0.744444]
area_under_roc_curve
0.726667 [0.811111,0.716667,0.744444,0.633333,0.633333,0.661111,0.783333,0.744444,0.727778,0.811111]
area_under_roc_curve
0.725556 [0.788889,0.6,0.738889,0.738889,0.683333,0.627778,0.733333,0.738889,0.816667,0.788889]
area_under_roc_curve
0.73 [0.794444,0.733333,0.733333,0.705556,0.705556,0.511111,0.766667,0.761111,0.794444,0.794444]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
f_measure
0.065594 [0.363636,0,0,0,0,0,0,0.292308,0,0]
f_measure
0.065402 [0.357143,0,0,0,0,0,0,0.296875,0,0]
f_measure
0.066834 [0.350877,0,0,0,0,0,0,0.31746,0,0]
f_measure
0.0657 [0.358491,0,0,0,0,0,0,0.298507,0,0]
f_measure
0.066094 [0.377358,0,0,0,0,0,0,0.283582,0,0]
f_measure
0.067873 [0.384615,0,0,0,0,0,0,0.294118,0,0]
f_measure
0.065179 [0.339286,0,0,0,0,0,0,0.3125,0,0]
f_measure
0.06734 [0.37037,0,0,0,0,0,0,0.30303,0,0]
f_measure
0.0657 [0.358491,0,0,0,0,0,0,0.298507,0,0]
f_measure
0.066834 [0.350877,0,0,0,0,0,0,0.31746,0,0]
kappa
0.105556
kappa
0.105556
kappa
0.111111
kappa
0.105556
kappa
0.105556
kappa
0.111111
kappa
0.105556
kappa
0.111111
kappa
0.105556
kappa
0.111111
kb_relative_information_score
47.343374
kb_relative_information_score
48.468587
kb_relative_information_score
47.620448
kb_relative_information_score
47.125067
kb_relative_information_score
48.758983
kb_relative_information_score
47.594302
kb_relative_information_score
47.634812
kb_relative_information_score
47.254492
kb_relative_information_score
47.501494
kb_relative_information_score
48.426594
mean_absolute_error
0.165688
mean_absolute_error
0.165024
mean_absolute_error
0.165528
mean_absolute_error
0.165773
mean_absolute_error
0.164825
mean_absolute_error
0.165457
mean_absolute_error
0.165514
mean_absolute_error
0.165701
mean_absolute_error
0.165516
mean_absolute_error
0.16506
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
precision
0.039495 [0.222222,0,0,0,0,0,0,0.172727,0,0]
precision
0.039332 [0.217391,0,0,0,0,0,0,0.175926,0,0]
precision
0.040145 [0.212766,0,0,0,0,0,0,0.188679,0,0]
precision
0.039637 [0.22093,0,0,0,0,0,0,0.175439,0,0]
precision
0.039922 [0.232558,0,0,0,0,0,0,0.166667,0,0]
precision
0.041051 [0.238095,0,0,0,0,0,0,0.172414,0,0]
precision
0.039171 [0.206522,0,0,0,0,0,0,0.185185,0,0]
precision
0.040584 [0.227273,0,0,0,0,0,0,0.178571,0,0]
precision
0.039637 [0.22093,0,0,0,0,0,0,0.175439,0,0]
precision
0.040145 [0.212766,0,0,0,0,0,0,0.188679,0,0]
predictive_accuracy
0.195
predictive_accuracy
0.195
predictive_accuracy
0.2
predictive_accuracy
0.195
predictive_accuracy
0.195
predictive_accuracy
0.2
predictive_accuracy
0.195
predictive_accuracy
0.2
predictive_accuracy
0.195
predictive_accuracy
0.2
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
recall
0.195 [1,0,0,0,0,0,0,0.95,0,0]
recall
0.195 [1,0,0,0,0,0,0,0.95,0,0]
recall
0.2 [1,0,0,0,0,0,0,1,0,0]
recall
0.195 [0.95,0,0,0,0,0,0,1,0,0]
recall
0.195 [1,0,0,0,0,0,0,0.95,0,0]
recall
0.2 [1,0,0,0,0,0,0,1,0,0]
recall
0.195 [0.95,0,0,0,0,0,0,1,0,0]
recall
0.2 [1,0,0,0,0,0,0,1,0,0]
recall
0.195 [0.95,0,0,0,0,0,0,1,0,0]
recall
0.2 [1,0,0,0,0,0,0,1,0,0]
relative_absolute_error
0.920489
relative_absolute_error
0.916798
relative_absolute_error
0.919599
relative_absolute_error
0.920962
relative_absolute_error
0.915697
relative_absolute_error
0.919206
relative_absolute_error
0.919525
relative_absolute_error
0.920559
relative_absolute_error
0.919531
relative_absolute_error
0.916998
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.288346
root_mean_squared_error
0.287097
root_mean_squared_error
0.288182
root_mean_squared_error
0.288258
root_mean_squared_error
0.286331
root_mean_squared_error
0.287657
root_mean_squared_error
0.288082
root_mean_squared_error
0.288171
root_mean_squared_error
0.287845
root_mean_squared_error
0.287264
root_relative_squared_error
0.961155
root_relative_squared_error
0.956989
root_relative_squared_error
0.960608
root_relative_squared_error
0.960859
root_relative_squared_error
0.954438
root_relative_squared_error
0.958856
root_relative_squared_error
0.960273
root_relative_squared_error
0.960571
root_relative_squared_error
0.959482
root_relative_squared_error
0.957547
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
usercpu_time_millis
172.64352000000827
usercpu_time_millis
179.04549100001077
usercpu_time_millis
178.10935700003938
usercpu_time_millis
182.73630100003402
usercpu_time_millis
169.10014199999068
usercpu_time_millis
169.31328399999757
usercpu_time_millis
171.26254999999446
usercpu_time_millis
175.92455800001972
usercpu_time_millis
175.6067829999779
usercpu_time_millis
170.82594200002177
usercpu_time_millis_testing
0.8428379999827484
usercpu_time_millis_testing
0.8129210000333842
usercpu_time_millis_testing
0.8072870000432886
usercpu_time_millis_testing
0.8139980000123614
usercpu_time_millis_testing
0.8266160000403033
usercpu_time_millis_testing
0.7932269999741948
usercpu_time_millis_testing
0.8152030000019295
usercpu_time_millis_testing
0.8101070000066102
usercpu_time_millis_testing
0.8030779999899096
usercpu_time_millis_testing
1.1760579999986476
usercpu_time_millis_training
171.80068200002552
usercpu_time_millis_training
178.2325699999774
usercpu_time_millis_training
177.3020699999961
usercpu_time_millis_training
181.92230300002166
usercpu_time_millis_training
168.27352599995038
usercpu_time_millis_training
168.52005700002337
usercpu_time_millis_training
170.44734699999253
usercpu_time_millis_training
175.1144510000131
usercpu_time_millis_training
174.80370499998799
usercpu_time_millis_training
169.64988400002312