4170410
1
Jan van Rijn
14
Supervised Classification
6840
sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imputer,classifier=sklearn.tree.tree.DecisionTreeClassifier)(1)
2206954
axis
0
6758
copy
true
6758
missing_values
"NaN"
6758
strategy
"median"
6758
verbose
0
6758
class_weight
null
6841
criterion
"gini"
6841
max_depth
1.678149114054723
6841
max_features
1.0
6841
max_leaf_nodes
null
6841
min_impurity_split
1e-07
6841
min_samples_leaf
1
6841
min_samples_split
17
6841
min_weight_fraction_leaf
0.0
6841
presort
false
6841
random_state
50192
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
9312734
description
https://api.openml.org/data/download/9312734/description.xml
-1
9312729
predictions
https://api.openml.org/data/download/9312729/predictions.arff
area_under_roc_curve
0.5830744444444445 [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
0.10950513529540123 [0.894349,0,0.200702,0,0,0,0,0,0,0]
kappa
0.10111111111111111
kb_relative_information_score
244.88181693893188
mean_absolute_error
0.16424124950611232
mean_prior_absolute_error
0.18000000000000554
number_of_instances
2000 [200,200,200,200,200,200,200,200,200,200]
precision
0.0990771949961067 [0.879227,0,0.111545,0,0,0,0,0,0,0]
predictive_accuracy
0.191
prior_entropy
3.321928094887362
recall
0.191 [0.91,0,1,0,0,0,0,0,0,0]
relative_absolute_error
0.9124513861450404
root_mean_prior_squared_error
0.3000000000000046
root_mean_squared_error
0.2867369654079926
root_relative_squared_error
0.9557898846932941
total_cost
0
area_under_roc_curve
0.5783333333333334 [0.891667,0.525,0.552778,0.525,0.552778,0.552778,0.525,0.552778,0.552778,0.552778]
area_under_roc_curve
0.5927777777777777 [0.963889,0.508333,0.563889,0.563889,0.563889,0.563889,0.536111,0.563889,0.536111,0.563889]
area_under_roc_curve
0.5944444444444446 [0.972222,0.555556,0.555556,0.555556,0.555556,0.527778,0.555556,0.555556,0.555556,0.555556]
area_under_roc_curve
0.5894444444444445 [0.947222,0.552778,0.552778,0.525,0.552778,0.552778,0.552778,0.552778,0.552778,0.552778]
area_under_roc_curve
0.5894444444444445 [0.947222,0.552778,0.552778,0.552778,0.552778,0.552778,0.525,0.552778,0.552778,0.552778]
area_under_roc_curve
0.5838888888888889 [0.919444,0.552778,0.552778,0.552778,0.552778,0.552778,0.525,0.552778,0.525,0.552778]
area_under_roc_curve
0.5872222222222223 [0.936111,0.563889,0.563889,0.536111,0.563889,0.563889,0.508333,0.563889,0.536111,0.536111]
area_under_roc_curve
0.5977777777777776 [0.988889,0.511111,0.566667,0.566667,0.538889,0.566667,0.566667,0.566667,0.566667,0.538889]
area_under_roc_curve
0.5894444444444445 [0.947222,0.525,0.552778,0.552778,0.552778,0.552778,0.552778,0.552778,0.552778,0.552778]
area_under_roc_curve
0.5933333333333334 [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
0.10195177956371985 [0.820513,0,0.199005,0,0,0,0,0,0,0]
f_measure
0.10867666155117461 [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
0.11220818982013013 [0.923077,0,0.199005,0,0,0,0,0,0,0]
f_measure
0.11220818982013013 [0.923077,0,0.199005,0,0,0,0,0,0,0]
f_measure
0.10707998469192499 [0.871795,0,0.199005,0,0,0,0,0,0,0]
f_measure
0.10402549876047694 [0.837209,0,0.203046,0,0,0,0,0,0,0]
f_measure
0.11131725417439702 [0.909091,0,0.204082,0,0,0,0,0,0,0]
f_measure
0.11220818982013013 [0.923077,0,0.199005,0,0,0,0,0,0,0]
f_measure
0.11067821067821068 [0.904762,0,0.20202,0,0,0,0,0,0,0]
kappa
0.08888888888888888
kappa
0.10555555555555556
kappa
0.10555555555555556
kappa
0.09999999999999999
kappa
0.09999999999999999
kappa
0.09444444444444443
kappa
0.09999999999999999
kappa
0.11111111111111112
kappa
0.09999999999999999
kappa
0.10555555555555556
kb_relative_information_score
22.425037679442394
kb_relative_information_score
25.190247170352258
kb_relative_information_score
25.23995490403702
kb_relative_information_score
24.352174442970178
kb_relative_information_score
24.309163459318924
kb_relative_information_score
23.383874694241882
kb_relative_information_score
24.204243983441664
kb_relative_information_score
26.147077693182418
kb_relative_information_score
24.37786597093196
kb_relative_information_score
25.252176941014085
mean_absolute_error
0.16609738388966075
mean_absolute_error
0.1636539153375261
mean_absolute_error
0.16370133900843226
mean_absolute_error
0.16438469520716611
mean_absolute_error
0.16439501139224305
mean_absolute_error
0.16524402332660731
mean_absolute_error
0.1644210590347042
mean_absolute_error
0.16265746614336823
mean_absolute_error
0.16435485742524059
mean_absolute_error
0.16350274429617087
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
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
0.09526025007269555 [0.842105,0,0.110497,0,0,0,0,0,0,0]
precision
0.09390813068042249 [0.826087,0,0.112994,0,0,0,0,0,0,0]
precision
0.1061111111111111 [0.95,0,0.111111,0,0,0,0,0,0,0]
precision
0.10578656586216922 [0.947368,0,0.110497,0,0,0,0,0,0,0]
precision
0.10578656586216922 [0.947368,0,0.110497,0,0,0,0,0,0,0]
precision
0.1005234079674324 [0.894737,0,0.110497,0,0,0,0,0,0,0]
precision
0.08956030459346598 [0.782609,0,0.112994,0,0,0,0,0,0,0]
precision
0.09469696969696971 [0.833333,0,0.113636,0,0,0,0,0,0,0]
precision
0.10578656586216922 [0.947368,0,0.110497,0,0,0,0,0,0,0]
precision
0.09759959141981614 [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
3.321928094887362
prior_entropy
3.321928094887362
prior_entropy
3.321928094887362
prior_entropy
3.321928094887362
prior_entropy
3.321928094887362
prior_entropy
3.321928094887362
prior_entropy
3.321928094887362
prior_entropy
3.321928094887362
prior_entropy
3.321928094887362
prior_entropy
3.321928094887362
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
0.9227632438314497
relative_absolute_error
0.9091884185418126
relative_absolute_error
0.9094518833801801
relative_absolute_error
0.9132483067064796
relative_absolute_error
0.9133056188457958
relative_absolute_error
0.9180223518144861
relative_absolute_error
0.91345032797058
relative_absolute_error
0.90365258968538
relative_absolute_error
0.9130825412513376
relative_absolute_error
0.9083485794231726
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_squared_error
0.2891355898603916
root_mean_squared_error
0.28704052309323624
root_mean_squared_error
0.2849270231208347
root_mean_squared_error
0.28581562340352257
root_mean_squared_error
0.28579401010158895
root_mean_squared_error
0.28748665471176243
root_mean_squared_error
0.28889549554350685
root_mean_squared_error
0.2861771635222081
root_mean_squared_error
0.28575805897198114
root_mean_squared_error
0.28630893388881595
root_relative_squared_error
0.9637852995346394
root_relative_squared_error
0.9568017436441214
root_relative_squared_error
0.9497567437361161
root_relative_squared_error
0.9527187446784091
root_relative_squared_error
0.9526467003386303
root_relative_squared_error
0.9582888490392086
root_relative_squared_error
0.9629849851450234
root_relative_squared_error
0.9539238784073609
root_relative_squared_error
0.9525268632399377
root_relative_squared_error
0.9543631129627204
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
45.01838000000191
usercpu_time_millis
44.3682409999937
usercpu_time_millis
44.832872000000634
usercpu_time_millis
43.53833499999382
usercpu_time_millis
43.537711999995565
usercpu_time_millis
43.23720199999315
usercpu_time_millis
43.623480000000825
usercpu_time_millis
44.4355509999923
usercpu_time_millis
43.49984499999948
usercpu_time_millis
56.91041000000041
usercpu_time_millis_testing
0.8424829999995609
usercpu_time_millis_testing
1.1433969999998794
usercpu_time_millis_testing
1.169963000002383
usercpu_time_millis_testing
0.8009419999979173
usercpu_time_millis_testing
0.807457000000511
usercpu_time_millis_testing
0.8228929999987145
usercpu_time_millis_testing
0.9644350000002078
usercpu_time_millis_testing
0.8454489999962789
usercpu_time_millis_testing
0.8147590000007199
usercpu_time_millis_testing
0.829093000000114
usercpu_time_millis_training
44.17589700000235
usercpu_time_millis_training
43.22484399999382
usercpu_time_millis_training
43.66290899999825
usercpu_time_millis_training
42.737392999995905
usercpu_time_millis_training
42.730254999995054
usercpu_time_millis_training
42.41430899999443
usercpu_time_millis_training
42.65904500000062
usercpu_time_millis_training
43.59010199999602
usercpu_time_millis_training
42.68508599999876
usercpu_time_millis_training
56.0813170000003