6020037
1
Jan van Rijn
3950
Supervised Classification
predictive_accuracy
6970
sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.ensemble.weight_boosting.AdaBoostClassifier(base_estimator=sklearn.tree.tree.DecisionTreeClassifier))(1)
4054722
class_weight
null
6941
criterion
"gini"
6941
max_depth
4
6941
max_features
null
6941
max_leaf_nodes
null
6941
min_impurity_split
1e-07
6941
min_samples_leaf
1
6941
min_samples_split
2
6941
min_weight_fraction_leaf
0.0
6941
presort
false
6941
random_state
21807
6941
splitter
"best"
6941
axis
0
6947
categorical_features
[0]
6947
copy
true
6947
fill_empty
0
6947
missing_values
"NaN"
6947
strategy
"mean"
6947
strategy_nominal
"most_frequent"
6947
verbose
0
6947
categorical_features
[0]
6948
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
6948
handle_unknown
"ignore"
6948
n_values
"auto"
6948
sparse
false
6948
threshold
0.0
6949
algorithm
"SAMME.R"
6971
learning_rate
0.8902381129928856
6971
n_estimators
276
6971
random_state
40583
6971
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
12963197
description
https://api.openml.org/data/download/12963197/description.xml
-1
12963198
predictions
https://api.openml.org/data/download/12963198/predictions.arff
area_under_roc_curve
0.9999954192101064 [0.999995,0.999995]
average_cost
0
f_measure
0.9995452253026078 [0.999731,0.998524]
kappa
0.9982556033696448
kb_relative_information_score
5514.186323995337
mean_absolute_error
0.0642614897843464
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.9995452218918687 [0.999642,0.999016]
predictive_accuracy
0.9995453167626553
prior_entropy
0.6203559250859288
recall
0.9995453167626553 [0.999821,0.998033]
relative_absolute_error
0.2463722064029
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.07795099716073314
root_relative_squared_error
0.2158825206789728
total_cost
0
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9999648604961698 [0.999965,0.999965]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
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
1 [1,1]
f_measure
0.9969574059373737 [0.998211,0.990099]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
0.9984878645362075 [0.999103,0.995122]
f_measure
1 [1,1]
f_measure
1 [1,1]
kappa
1
kappa
0.9883103081827842
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
0.9942251154976902
kappa
1
kappa
1
kb_relative_information_score
547.72859195234
kb_relative_information_score
545.601919080095
kb_relative_information_score
546.3674948237517
kb_relative_information_score
556.7809850197099
kb_relative_information_score
554.3452993510404
kb_relative_information_score
550.32391175287
kb_relative_information_score
546.7703013604694
kb_relative_information_score
555.3931765089783
kb_relative_information_score
551.9072747109061
kb_relative_information_score
558.9673694351717
mean_absolute_error
0.06353748020783882
mean_absolute_error
0.06712048803216317
mean_absolute_error
0.06896174911408905
mean_absolute_error
0.06372983468375779
mean_absolute_error
0.06340037398605254
mean_absolute_error
0.06557557676843632
mean_absolute_error
0.06516336393331983
mean_absolute_error
0.06349954406854179
mean_absolute_error
0.06309217460246765
mean_absolute_error
0.05852384735951513
mean_prior_absolute_error
0.2600651974288342
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.2602257782682673
mean_prior_absolute_error
0.2602257782682673
number_of_instances
660 [559,101]
number_of_instances
660 [558,102]
number_of_instances
660 [558,102]
number_of_instances
660 [558,102]
number_of_instances
660 [558,102]
number_of_instances
660 [558,102]
number_of_instances
660 [558,102]
number_of_instances
660 [558,102]
number_of_instances
659 [558,101]
number_of_instances
659 [558,101]
precision
1 [1,1]
precision
0.9969805194805195 [0.996429,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
0.9984995586937335 [1,0.990291]
precision
1 [1,1]
precision
1 [1,1]
predictive_accuracy
1
predictive_accuracy
0.9969696969696971
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9984848484848484
predictive_accuracy
1
predictive_accuracy
1
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
recall
1 [1,1]
recall
0.996969696969697 [1,0.980392]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
0.9984848484848485 [0.998208,1]
recall
1 [1,1]
recall
1 [1,1]
relative_absolute_error
0.24431365994377469
relative_absolute_error
0.2570553801873226
relative_absolute_error
0.2641069687754714
relative_absolute_error
0.24406999061238224
relative_absolute_error
0.24280823511285696
relative_absolute_error
0.2511387403669643
relative_absolute_error
0.24956006401708156
relative_absolute_error
0.24318803275743406
relative_absolute_error
0.24245167032385925
relative_absolute_error
0.22489642551547206
root_mean_prior_squared_error
0.360018747598774
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.3602416958959955
root_mean_prior_squared_error
0.3602416958959955
root_mean_squared_error
0.08050205717767248
root_mean_squared_error
0.08789506163483528
root_mean_squared_error
0.08113268136158196
root_mean_squared_error
0.0738651366337509
root_mean_squared_error
0.07660145424562048
root_mean_squared_error
0.07826982503246437
root_mean_squared_error
0.07980175062316569
root_mean_squared_error
0.07465443765371392
root_mean_squared_error
0.07520693939137407
root_mean_squared_error
0.07017740490159105
root_relative_squared_error
0.22360518088182643
root_relative_squared_error
0.24315940532775693
root_relative_squared_error
0.22445145592468446
root_relative_squared_error
0.20434598217743247
root_relative_squared_error
0.21191593378693646
root_relative_squared_error
0.2165314382401967
root_relative_squared_error
0.22076947060188826
root_relative_squared_error
0.20652956295056132
root_relative_squared_error
0.2087680028385356
root_relative_squared_error
0.19480644717443205
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
53536.312321
usercpu_time_millis
53343.60863699999
usercpu_time_millis
53301.75421300003
usercpu_time_millis
53755.38754100001
usercpu_time_millis
53606.79698799999
usercpu_time_millis
53308.717498999955
usercpu_time_millis
53312.00115499996
usercpu_time_millis
53355.388975000045
usercpu_time_millis
53872.803645999964
usercpu_time_millis
53452.639147000125
usercpu_time_millis_testing
150.51341799999562
usercpu_time_millis_testing
147.2016769999982
usercpu_time_millis_testing
146.45544600000449
usercpu_time_millis_testing
146.68243200000575
usercpu_time_millis_testing
144.98360699997193
usercpu_time_millis_testing
151.97172099999534
usercpu_time_millis_testing
147.9823569999894
usercpu_time_millis_testing
146.8333340000072
usercpu_time_millis_testing
146.76408299999366
usercpu_time_millis_testing
146.87742300009177
usercpu_time_millis_training
53385.798903
usercpu_time_millis_training
53196.40695999999
usercpu_time_millis_training
53155.29876700002
usercpu_time_millis_training
53608.705109
usercpu_time_millis_training
53461.813381000014
usercpu_time_millis_training
53156.74577799996
usercpu_time_millis_training
53164.018797999976
usercpu_time_millis_training
53208.555641000035
usercpu_time_millis_training
53726.03956299997
usercpu_time_millis_training
53305.76172400003