4139173
1
Jan van Rijn
14
Supervised Classification
6840
sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imputer,classifier=sklearn.tree.tree.DecisionTreeClassifier)(1)
2175770
axis
0
6758
copy
true
6758
missing_values
"NaN"
6758
strategy
"most_frequent"
6758
verbose
0
6758
class_weight
null
6841
criterion
"entropy"
6841
max_depth
1.4528795458820827
6841
max_features
1.0
6841
max_leaf_nodes
null
6841
min_impurity_split
1e-07
6841
min_samples_leaf
18
6841
min_samples_split
3
6841
min_weight_fraction_leaf
0.0
6841
presort
false
6841
random_state
52268
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
9250152
description
https://api.openml.org/data/download/9250152/description.xml
-1
9250149
predictions
https://api.openml.org/data/download/9250149/predictions.arff
area_under_roc_curve
0.7158022222222223 [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
0.06620291023960749 [0.360806,0,0,0,0,0,0,0.301223,0,0]
kappa
0.10777777777777778
kb_relative_information_score
477.72815208733715
mean_absolute_error
0.16540855732296708
mean_prior_absolute_error
0.18000000000000554
number_of_instances
2000 [200,200,200,200,200,200,200,200,200,200]
precision
0.039864985187223784 [0.220852,0,0,0,0,0,0,0.177798,0,0]
predictive_accuracy
0.19699999999999998
prior_entropy
3.321928094887362
recall
0.197 [0.985,0,0,0,0,0,0,0.985,0,0]
relative_absolute_error
0.918936429572011
root_mean_prior_squared_error
0.3000000000000046
root_mean_squared_error
0.2877239732913678
root_relative_squared_error
0.9590799109712113
total_cost
0
area_under_roc_curve
0.7222222222222223 [0.805556,0.611111,0.722222,0.75,0.694444,0.611111,0.777778,0.722222,0.75,0.777778]
area_under_roc_curve
0.7344444444444446 [0.8,0.7,0.7,0.727778,0.727778,0.588889,0.8,0.727778,0.8,0.772222]
area_under_roc_curve
0.7244444444444444 [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
0.7422222222222223 [0.816667,0.738889,0.711111,0.738889,0.683333,0.627778,0.788889,0.711111,0.816667,0.788889]
area_under_roc_curve
0.7244444444444444 [0.822222,0.677778,0.733333,0.733333,0.677778,0.566667,0.766667,0.733333,0.794444,0.738889]
area_under_roc_curve
0.7233333333333333 [0.772222,0.644444,0.755556,0.7,0.672222,0.588889,0.8,0.755556,0.8,0.744444]
area_under_roc_curve
0.7266666666666667 [0.811111,0.716667,0.744444,0.633333,0.633333,0.661111,0.783333,0.744444,0.727778,0.811111]
area_under_roc_curve
0.7255555555555556 [0.788889,0.6,0.738889,0.738889,0.683333,0.627778,0.733333,0.738889,0.816667,0.788889]
area_under_roc_curve
0.7299999999999999 [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
0.06559440559440559 [0.363636,0,0,0,0,0,0,0.292308,0,0]
f_measure
0.06540178571428572 [0.357143,0,0,0,0,0,0,0.296875,0,0]
f_measure
0.06683375104427736 [0.350877,0,0,0,0,0,0,0.31746,0,0]
f_measure
0.06569980287243031 [0.358491,0,0,0,0,0,0,0.298507,0,0]
f_measure
0.06609405801182765 [0.377358,0,0,0,0,0,0,0.283582,0,0]
f_measure
0.06787330316742081 [0.384615,0,0,0,0,0,0,0.294118,0,0]
f_measure
0.06517857142857143 [0.339286,0,0,0,0,0,0,0.3125,0,0]
f_measure
0.06734006734006734 [0.37037,0,0,0,0,0,0,0.30303,0,0]
f_measure
0.06569980287243031 [0.358491,0,0,0,0,0,0,0.298507,0,0]
f_measure
0.06683375104427736 [0.350877,0,0,0,0,0,0,0.31746,0,0]
kappa
0.10555555555555556
kappa
0.10555555555555556
kappa
0.11111111111111112
kappa
0.10555555555555556
kappa
0.10555555555555556
kappa
0.11111111111111112
kappa
0.10555555555555556
kappa
0.11111111111111112
kappa
0.10555555555555556
kappa
0.11111111111111112
kb_relative_information_score
47.34337398656358
kb_relative_information_score
48.46858690569193
kb_relative_information_score
47.62044759121044
kb_relative_information_score
47.125067010714616
kb_relative_information_score
48.758982663847064
kb_relative_information_score
47.59430176481423
kb_relative_information_score
47.63481245968998
kb_relative_information_score
47.254491642734905
kb_relative_information_score
47.501493845341045
kb_relative_information_score
48.42659421673171
mean_absolute_error
0.16568808439827315
mean_absolute_error
0.16502367536071183
mean_absolute_error
0.16552789158528444
mean_absolute_error
0.16577309956085132
mean_absolute_error
0.16482541229354314
mean_absolute_error
0.1654571091889741
mean_absolute_error
0.16551449999999998
mean_absolute_error
0.16570060229476155
mean_absolute_error
0.1655155434214295
mean_absolute_error
0.1650596551258397
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
0.0394949494949495 [0.222222,0,0,0,0,0,0,0.172727,0,0]
precision
0.039331723027375205 [0.217391,0,0,0,0,0,0,0.175926,0,0]
precision
0.040144520272982744 [0.212766,0,0,0,0,0,0,0.188679,0,0]
precision
0.039636882904936756 [0.22093,0,0,0,0,0,0,0.175439,0,0]
precision
0.03992248062015504 [0.232558,0,0,0,0,0,0,0.166667,0,0]
precision
0.041050903119868636 [0.238095,0,0,0,0,0,0,0.172414,0,0]
precision
0.039170692431561994 [0.206522,0,0,0,0,0,0,0.185185,0,0]
precision
0.040584415584415584 [0.227273,0,0,0,0,0,0,0.178571,0,0]
precision
0.039636882904936756 [0.22093,0,0,0,0,0,0,0.175439,0,0]
precision
0.040144520272982744 [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
3.321928094887362
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
0.195 [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
0.9204893577681852
relative_absolute_error
0.9167981964484001
relative_absolute_error
0.9195993976960257
relative_absolute_error
0.9209616642269528
relative_absolute_error
0.9156967349641296
relative_absolute_error
0.9192061621609682
relative_absolute_error
0.919525000000001
relative_absolute_error
0.9205589016375652
relative_absolute_error
0.9195307967857205
relative_absolute_error
0.9169980840324438
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
0.28834645527902963
root_mean_squared_error
0.287096804548208
root_mean_squared_error
0.2881823822924056
root_mean_squared_error
0.2882576013985535
root_mean_squared_error
0.28633140591927786
root_mean_squared_error
0.2876568366699435
root_mean_squared_error
0.2880819731430623
root_mean_squared_error
0.2881711578168518
root_mean_squared_error
0.28784458534508
root_mean_squared_error
0.2872639725505297
root_relative_squared_error
0.9611548509300993
root_relative_squared_error
0.9569893484940273
root_relative_squared_error
0.9606079409746858
root_relative_squared_error
0.9608586713285123
root_relative_squared_error
0.9544380197309268
root_relative_squared_error
0.9588561222331456
root_relative_squared_error
0.9602732438102082
root_relative_squared_error
0.9605705260561733
root_relative_squared_error
0.9594819511502672
root_relative_squared_error
0.957546575168433
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
5671.783876000006
usercpu_time_millis
5501.525880999992
usercpu_time_millis
5659.620750000016
usercpu_time_millis
5626.724437999997
usercpu_time_millis
5576.506093000006
usercpu_time_millis
5644.454247999988
usercpu_time_millis
5592.790175999994
usercpu_time_millis
5619.783417999969
usercpu_time_millis
5610.477311999972
usercpu_time_millis
5595.565485999998
usercpu_time_millis_testing
0.8973690000004808
usercpu_time_millis_testing
1.0063379999962763
usercpu_time_millis_testing
1.091284000011683
usercpu_time_millis_testing
0.898718999991388
usercpu_time_millis_testing
0.8715550000033545
usercpu_time_millis_testing
1.066833999999517
usercpu_time_millis_testing
0.9330059999967943
usercpu_time_millis_testing
0.9723579999842968
usercpu_time_millis_testing
0.9046929999954045
usercpu_time_millis_testing
0.9384159999967778
usercpu_time_millis_training
5670.886507000006
usercpu_time_millis_training
5500.519542999996
usercpu_time_millis_training
5658.5294660000045
usercpu_time_millis_training
5625.825719000005
usercpu_time_millis_training
5575.634538000003
usercpu_time_millis_training
5643.387413999989
usercpu_time_millis_training
5591.8571699999975
usercpu_time_millis_training
5618.8110599999845
usercpu_time_millis_training
5609.572618999977
usercpu_time_millis_training
5594.627070000001