4101050
1
Jan van Rijn
14
Supervised Classification
6840
sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imputer,classifier=sklearn.tree.tree.DecisionTreeClassifier)(1)
2137672
axis
0
6758
copy
true
6758
missing_values
"NaN"
6758
strategy
"most_frequent"
6758
verbose
0
6758
class_weight
null
6841
criterion
"gini"
6841
max_depth
1.9861768802935982
6841
max_features
1.0
6841
max_leaf_nodes
null
6841
min_impurity_split
1e-07
6841
min_samples_leaf
14
6841
min_samples_split
17
6841
min_weight_fraction_leaf
0.0
6841
presort
false
6841
random_state
614
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
9173850
description
https://api.openml.org/data/download/9173850/description.xml
-1
9173851
predictions
https://api.openml.org/data/download/9173851/predictions.arff
area_under_roc_curve
0.583074 [0.934378,0.52375,0.555083,0.541694,0.551639,0.549922,0.531528,0.555083,0.542917,0.54475]
average_cost
0
f_measure
0.109505 [0.894349,0,0.200702,0,0,0,0,0,0,0]
kappa
0.101111
kb_relative_information_score
244.881817
mean_absolute_error
0.164241
mean_prior_absolute_error
0.18
number_of_instances
2000 [200,200,200,200,200,200,200,200,200,200]
precision
0.099077 [0.879227,0,0.111545,0,0,0,0,0,0,0]
predictive_accuracy
0.191
prior_entropy
3.321928
recall
0.191 [0.91,0,1,0,0,0,0,0,0,0]
relative_absolute_error
0.912451
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.286737
root_relative_squared_error
0.95579
total_cost
0
area_under_roc_curve
0.578333 [0.891667,0.525,0.552778,0.525,0.552778,0.552778,0.525,0.552778,0.552778,0.552778]
area_under_roc_curve
0.592778 [0.963889,0.508333,0.563889,0.563889,0.563889,0.563889,0.536111,0.563889,0.536111,0.563889]
area_under_roc_curve
0.594444 [0.972222,0.555556,0.555556,0.555556,0.555556,0.527778,0.555556,0.555556,0.555556,0.555556]
area_under_roc_curve
0.589444 [0.947222,0.552778,0.552778,0.525,0.552778,0.552778,0.552778,0.552778,0.552778,0.552778]
area_under_roc_curve
0.589444 [0.947222,0.552778,0.552778,0.552778,0.552778,0.552778,0.525,0.552778,0.552778,0.552778]
area_under_roc_curve
0.583889 [0.919444,0.552778,0.552778,0.552778,0.552778,0.552778,0.525,0.552778,0.525,0.552778]
area_under_roc_curve
0.587222 [0.936111,0.563889,0.563889,0.536111,0.563889,0.563889,0.508333,0.563889,0.536111,0.536111]
area_under_roc_curve
0.597778 [0.988889,0.511111,0.566667,0.566667,0.538889,0.566667,0.566667,0.566667,0.566667,0.538889]
area_under_roc_curve
0.589444 [0.947222,0.525,0.552778,0.552778,0.552778,0.552778,0.552778,0.552778,0.552778,0.552778]
area_under_roc_curve
0.593333 [0.966667,0.505556,0.561111,0.561111,0.561111,0.561111,0.561111,0.561111,0.561111,0.533333]
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
0.101952 [0.820513,0,0.199005,0,0,0,0,0,0,0]
f_measure
0.108677 [0.883721,0,0.203046,0,0,0,0,0,0,0]
f_measure
0.115 [0.95,0,0.2,0,0,0,0,0,0,0]
f_measure
0.112208 [0.923077,0,0.199005,0,0,0,0,0,0,0]
f_measure
0.112208 [0.923077,0,0.199005,0,0,0,0,0,0,0]
f_measure
0.10708 [0.871795,0,0.199005,0,0,0,0,0,0,0]
f_measure
0.104025 [0.837209,0,0.203046,0,0,0,0,0,0,0]
f_measure
0.111317 [0.909091,0,0.204082,0,0,0,0,0,0,0]
f_measure
0.112208 [0.923077,0,0.199005,0,0,0,0,0,0,0]
f_measure
0.110678 [0.904762,0,0.20202,0,0,0,0,0,0,0]
kappa
0.088889
kappa
0.105556
kappa
0.105556
kappa
0.1
kappa
0.1
kappa
0.094444
kappa
0.1
kappa
0.111111
kappa
0.1
kappa
0.105556
kb_relative_information_score
22.425038
kb_relative_information_score
25.190247
kb_relative_information_score
25.239955
kb_relative_information_score
24.352174
kb_relative_information_score
24.309163
kb_relative_information_score
23.383875
kb_relative_information_score
24.204244
kb_relative_information_score
26.147078
kb_relative_information_score
24.377866
kb_relative_information_score
25.252177
mean_absolute_error
0.166097
mean_absolute_error
0.163654
mean_absolute_error
0.163701
mean_absolute_error
0.164385
mean_absolute_error
0.164395
mean_absolute_error
0.165244
mean_absolute_error
0.164421
mean_absolute_error
0.162657
mean_absolute_error
0.164355
mean_absolute_error
0.163503
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
0.09526 [0.842105,0,0.110497,0,0,0,0,0,0,0]
precision
0.093908 [0.826087,0,0.112994,0,0,0,0,0,0,0]
precision
0.106111 [0.95,0,0.111111,0,0,0,0,0,0,0]
precision
0.105787 [0.947368,0,0.110497,0,0,0,0,0,0,0]
precision
0.105787 [0.947368,0,0.110497,0,0,0,0,0,0,0]
precision
0.100523 [0.894737,0,0.110497,0,0,0,0,0,0,0]
precision
0.08956 [0.782609,0,0.112994,0,0,0,0,0,0,0]
precision
0.094697 [0.833333,0,0.113636,0,0,0,0,0,0,0]
precision
0.105787 [0.947368,0,0.110497,0,0,0,0,0,0,0]
precision
0.0976 [0.863636,0,0.11236,0,0,0,0,0,0,0]
predictive_accuracy
0.18
predictive_accuracy
0.195
predictive_accuracy
0.195
predictive_accuracy
0.19
predictive_accuracy
0.19
predictive_accuracy
0.185
predictive_accuracy
0.19
predictive_accuracy
0.2
predictive_accuracy
0.19
predictive_accuracy
0.195
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
0.18 [0.8,0,1,0,0,0,0,0,0,0]
recall
0.195 [0.95,0,1,0,0,0,0,0,0,0]
recall
0.195 [0.95,0,1,0,0,0,0,0,0,0]
recall
0.19 [0.9,0,1,0,0,0,0,0,0,0]
recall
0.19 [0.9,0,1,0,0,0,0,0,0,0]
recall
0.185 [0.85,0,1,0,0,0,0,0,0,0]
recall
0.19 [0.9,0,1,0,0,0,0,0,0,0]
recall
0.2 [1,0,1,0,0,0,0,0,0,0]
recall
0.19 [0.9,0,1,0,0,0,0,0,0,0]
recall
0.195 [0.95,0,1,0,0,0,0,0,0,0]
relative_absolute_error
0.922763
relative_absolute_error
0.909188
relative_absolute_error
0.909452
relative_absolute_error
0.913248
relative_absolute_error
0.913306
relative_absolute_error
0.918022
relative_absolute_error
0.91345
relative_absolute_error
0.903653
relative_absolute_error
0.913083
relative_absolute_error
0.908349
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
0.289136
root_mean_squared_error
0.287041
root_mean_squared_error
0.284927
root_mean_squared_error
0.285816
root_mean_squared_error
0.285794
root_mean_squared_error
0.287487
root_mean_squared_error
0.288895
root_mean_squared_error
0.286177
root_mean_squared_error
0.285758
root_mean_squared_error
0.286309
root_relative_squared_error
0.963785
root_relative_squared_error
0.956802
root_relative_squared_error
0.949757
root_relative_squared_error
0.952719
root_relative_squared_error
0.952647
root_relative_squared_error
0.958289
root_relative_squared_error
0.962985
root_relative_squared_error
0.953924
root_relative_squared_error
0.952527
root_relative_squared_error
0.954363
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
5838.605012999991
usercpu_time_millis
5910.317278999997
usercpu_time_millis
5524.832739000004
usercpu_time_millis
5577.733354000017
usercpu_time_millis
5538.6637799999935
usercpu_time_millis
5730.946579999994
usercpu_time_millis
5644.860199999996
usercpu_time_millis
5605.824764999994
usercpu_time_millis
5773.947389
usercpu_time_millis
5460.641758999998
usercpu_time_millis_testing
0.8573429999927384
usercpu_time_millis_testing
0.9666990000027909
usercpu_time_millis_testing
0.9091360000041959
usercpu_time_millis_testing
0.8470310000063819
usercpu_time_millis_testing
0.8696249999928796
usercpu_time_millis_testing
0.8454620000009072
usercpu_time_millis_testing
0.8823800000072879
usercpu_time_millis_testing
0.8776299999908588
usercpu_time_millis_testing
1.0348560000181806
usercpu_time_millis_testing
0.9712890000059815
usercpu_time_millis_training
5837.747669999999
usercpu_time_millis_training
5909.350579999995
usercpu_time_millis_training
5523.923603
usercpu_time_millis_training
5576.886323000011
usercpu_time_millis_training
5537.7941550000005
usercpu_time_millis_training
5730.101117999993
usercpu_time_millis_training
5643.977819999989
usercpu_time_millis_training
5604.947135000003
usercpu_time_millis_training
5772.9125329999815
usercpu_time_millis_training
5459.670469999992