7929045
3886
Benjamin Strang
9976
Supervised Classification
7122
sklearn.pipeline.Pipeline(imputer=sklearn.preprocessing.imputation.Imputer,estimator=sklearn.tree.tree.DecisionTreeClassifier)(1)
5958683
memory
null
7122
axis
0
7123
copy
true
7123
missing_values
"NaN"
7123
strategy
"mean"
7123
verbose
0
7123
class_weight
null
7124
criterion
"gini"
7124
max_depth
null
7124
max_features
null
7124
max_leaf_nodes
null
7124
min_impurity_decrease
0.0
7124
min_impurity_split
null
7124
min_samples_leaf
1
7124
min_samples_split
2
7124
min_weight_fraction_leaf
0.0
7124
presort
false
7124
random_state
48521
7124
splitter
"best"
7124
openml-python
Sklearn_0.19.0.
1485
madelon
https://www.openml.org/data/download/1590986/phpfLuQE4
-1
16781073
description
https://api.openml.org/data/download/16781073/description.xml
-1
16781074
predictions
https://api.openml.org/data/download/16781074/predictions.arff
area_under_roc_curve
0.7603846153846154 [0.760385,0.760385]
average_cost
0
f_measure
0.7603803263342436 [0.759367,0.761394]
kappa
0.5207692307692309
kb_relative_information_score
1354
mean_absolute_error
0.23961538461538462
mean_prior_absolute_error
0.5
number_of_instances
2600 [1300,1300]
precision
0.7604032596416667 [0.762607,0.7582]
predictive_accuracy
0.7603846153846153
prior_entropy
1
recall
0.7603846153846154 [0.756154,0.764615]
relative_absolute_error
0.4792307692307693
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.48950524472714757
root_relative_squared_error
0.979010489454295
total_cost
0
area_under_roc_curve
0.7576923076923077 [0.757692,0.757692]
area_under_roc_curve
0.7615384615384615 [0.761538,0.761538]
area_under_roc_curve
0.7884615384615384 [0.788462,0.788462]
area_under_roc_curve
0.7730769230769231 [0.773077,0.773077]
area_under_roc_curve
0.7769230769230769 [0.776923,0.776923]
area_under_roc_curve
0.7807692307692308 [0.780769,0.780769]
area_under_roc_curve
0.7615384615384615 [0.761538,0.761538]
area_under_roc_curve
0.6615384615384615 [0.661538,0.661538]
area_under_roc_curve
0.7615384615384615 [0.761538,0.761538]
area_under_roc_curve
0.7807692307692308 [0.780769,0.780769]
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
0.7576887232059647 [0.758621,0.756757]
f_measure
0.7615384615384615 [0.761538,0.761538]
f_measure
0.7880822181715793 [0.779116,0.797048]
f_measure
0.7729929707732148 [0.768627,0.777358]
f_measure
0.7767116796967545 [0.769841,0.783582]
f_measure
0.7806102056224186 [0.786517,0.774704]
f_measure
0.7615243505532872 [0.763359,0.75969]
f_measure
0.661037037037037 [0.674074,0.648]
f_measure
0.7615384615384615 [0.761538,0.761538]
f_measure
0.7806102056224186 [0.774704,0.786517]
kappa
0.5153846153846153
kappa
0.523076923076923
kappa
0.5769230769230769
kappa
0.5461538461538462
kappa
0.5538461538461539
kappa
0.5615384615384615
kappa
0.523076923076923
kappa
0.32307692307692304
kappa
0.523076923076923
kappa
0.5615384615384615
kb_relative_information_score
134
kb_relative_information_score
136
kb_relative_information_score
150
kb_relative_information_score
142
kb_relative_information_score
144
kb_relative_information_score
146
kb_relative_information_score
136
kb_relative_information_score
84
kb_relative_information_score
136
kb_relative_information_score
146
mean_absolute_error
0.2423076923076923
mean_absolute_error
0.23846153846153847
mean_absolute_error
0.21153846153846154
mean_absolute_error
0.22692307692307692
mean_absolute_error
0.2230769230769231
mean_absolute_error
0.21923076923076923
mean_absolute_error
0.23846153846153847
mean_absolute_error
0.3384615384615385
mean_absolute_error
0.23846153846153847
mean_absolute_error
0.21923076923076923
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
number_of_instances
260 [130,130]
number_of_instances
260 [130,130]
number_of_instances
260 [130,130]
number_of_instances
260 [130,130]
number_of_instances
260 [130,130]
number_of_instances
260 [130,130]
number_of_instances
260 [130,130]
number_of_instances
260 [130,130]
number_of_instances
260 [130,130]
number_of_instances
260 [130,130]
precision
0.7577075566601574 [0.755725,0.75969]
precision
0.7615384615384615 [0.761538,0.761538]
precision
0.7905417486143395 [0.815126,0.765957]
precision
0.7734814814814814 [0.784,0.762963]
precision
0.777975766215253 [0.795082,0.76087]
precision
0.7815856625719542 [0.766423,0.796748]
precision
0.7616003787878789 [0.757576,0.765625]
precision
0.6625 [0.65,0.675]
precision
0.7615384615384615 [0.761538,0.761538]
precision
0.7815856625719542 [0.796748,0.766423]
predictive_accuracy
0.7576923076923078
predictive_accuracy
0.7615384615384616
predictive_accuracy
0.7884615384615384
predictive_accuracy
0.7730769230769231
predictive_accuracy
0.7769230769230769
predictive_accuracy
0.7807692307692308
predictive_accuracy
0.7615384615384616
predictive_accuracy
0.6615384615384616
predictive_accuracy
0.7615384615384616
predictive_accuracy
0.7807692307692308
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
recall
0.7576923076923077 [0.761538,0.753846]
recall
0.7615384615384615 [0.761538,0.761538]
recall
0.7884615384615384 [0.746154,0.830769]
recall
0.7730769230769231 [0.753846,0.792308]
recall
0.7769230769230769 [0.746154,0.807692]
recall
0.7807692307692308 [0.807692,0.753846]
recall
0.7615384615384615 [0.769231,0.753846]
recall
0.6615384615384615 [0.7,0.623077]
recall
0.7615384615384615 [0.761538,0.761538]
recall
0.7807692307692308 [0.753846,0.807692]
relative_absolute_error
0.4846153846153846
relative_absolute_error
0.47692307692307695
relative_absolute_error
0.4230769230769231
relative_absolute_error
0.45384615384615384
relative_absolute_error
0.4461538461538462
relative_absolute_error
0.43846153846153846
relative_absolute_error
0.47692307692307695
relative_absolute_error
0.676923076923077
relative_absolute_error
0.47692307692307695
relative_absolute_error
0.43846153846153846
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.4922475924854202
root_mean_squared_error
0.48832523840319625
root_mean_squared_error
0.45993310550389993
root_mean_squared_error
0.47636443708895493
root_mean_squared_error
0.4723101979387308
root_mean_squared_error
0.468220855185637
root_mean_squared_error
0.48832523840319625
root_mean_squared_error
0.5817744738827396
root_mean_squared_error
0.48832523840319625
root_mean_squared_error
0.468220855185637
root_relative_squared_error
0.9844951849708404
root_relative_squared_error
0.9766504768063925
root_relative_squared_error
0.9198662110077999
root_relative_squared_error
0.9527288741779099
root_relative_squared_error
0.9446203958774616
root_relative_squared_error
0.9364417103712739
root_relative_squared_error
0.9766504768063925
root_relative_squared_error
1.1635489477654792
root_relative_squared_error
0.9766504768063925
root_relative_squared_error
0.9364417103712739
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
1515.625
usercpu_time_millis
1421.875
usercpu_time_millis
1468.75
usercpu_time_millis
1484.375
usercpu_time_millis
1359.375
usercpu_time_millis
1281.25
usercpu_time_millis
1562.5
usercpu_time_millis
1515.625
usercpu_time_millis
1500
usercpu_time_millis
1421.875
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_training
1500
usercpu_time_millis_training
1421.875
usercpu_time_millis_training
1453.125
usercpu_time_millis_training
1484.375
usercpu_time_millis_training
1343.75
usercpu_time_millis_training
1281.25
usercpu_time_millis_training
1562.5
usercpu_time_millis_training
1500
usercpu_time_millis_training
1484.375
usercpu_time_millis_training
1421.875