6022695
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)
4057380
class_weight
null
6941
criterion
"gini"
6941
max_depth
10
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
32163
6941
splitter
"best"
6941
axis
0
6947
categorical_features
[0]
6947
copy
true
6947
fill_empty
0
6947
missing_values
"NaN"
6947
strategy
"median"
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
1.1804153476650174
6971
n_estimators
98
6971
random_state
31446
6971
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
12968509
description
https://api.openml.org/data/download/12968509/description.xml
-1
12968510
predictions
https://api.openml.org/data/download/12968510/predictions.arff
area_under_roc_curve
0.9999785055243445 [0.999979,0.999979]
average_cost
0
f_measure
0.9986345749710096 [0.999194,0.995564]
kappa
0.9947583770900245
kb_relative_information_score
6529.926984406952
mean_absolute_error
0.0024623205311832177
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.9986354022796659 [0.998747,0.998024]
predictive_accuracy
0.9986359502879661
prior_entropy
0.6203559250859288
recall
0.998635950287966 [0.999642,0.993117]
relative_absolute_error
0.009440293777417914
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.03493362939311497
root_relative_squared_error
0.0967474470442013
total_cost
0
area_under_roc_curve
0.9999645760640464 [0.999965,0.999965]
area_under_roc_curve
0.9999121512404247 [0.999912,0.999912]
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
0.9999121512404247 [0.999912,0.999912]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.999982256290145 [0.999982,0.999982]
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
0.9984879021615353 [0.999105,0.995074]
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
0.9969574059373737 [0.998211,0.990099]
f_measure
1 [1,1]
f_measure
0.9969526387082939 [0.998211,0.99]
f_measure
0.9969650986342944 [0.998208,0.990099]
kappa
0.9941786621507199
kappa
0.9883103081827842
kappa
1
kappa
1
kappa
1
kappa
1
kappa
0.9883103081827842
kappa
1
kappa
0.9882113021233967
kappa
0.9883068952056496
kb_relative_information_score
649.8919375275555
kb_relative_information_score
646.7315232811673
kb_relative_information_score
658.2598809103183
kb_relative_information_score
657.5878987292782
kb_relative_information_score
658.5223178391564
kb_relative_information_score
660.0063483011065
kb_relative_information_score
645.1284408958554
kb_relative_information_score
659.7293704347926
kb_relative_information_score
646.0942756769841
kb_relative_information_score
647.9749908107194
mean_absolute_error
0.0026285044994163874
mean_absolute_error
0.0047412669883636575
mean_absolute_error
0.0013886795736141114
mean_absolute_error
0.001260078351636564
mean_absolute_error
0.0013603911110043206
mean_absolute_error
0.000496015442073618
mean_absolute_error
0.005433429101069799
mean_absolute_error
0.0006215161717507102
mean_absolute_error
0.0038838784048264743
mean_absolute_error
0.002812129557318699
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
0.9984997029114676 [1,0.990196]
precision
0.9969805194805195 [0.996429,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
0.9969805194805195 [0.996429,1]
precision
1 [1,1]
precision
0.9969759375677434 [0.996429,1]
precision
0.9969650986342944 [0.998208,0.990099]
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9969696969696971
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9969696969696971
predictive_accuracy
1
predictive_accuracy
0.9969650986342944
predictive_accuracy
0.9969650986342944
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
0.9984848484848485 [0.998211,1]
recall
0.996969696969697 [1,0.980392]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
0.996969696969697 [1,0.980392]
recall
1 [1,1]
recall
0.9969650986342944 [1,0.980198]
recall
0.9969650986342944 [0.998208,0.990099]
relative_absolute_error
0.01010709824076198
relative_absolute_error
0.018157916069969665
relative_absolute_error
0.005318309896416289
relative_absolute_error
0.004825798042328578
relative_absolute_error
0.005209971865447412
relative_absolute_error
0.0018996202468003357
relative_absolute_error
0.020808731048366114
relative_absolute_error
0.0023802579585743104
relative_absolute_error
0.014925033294828215
relative_absolute_error
0.010806498787447832
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
0.04015756482486023
root_mean_squared_error
0.058057601870417835
root_mean_squared_error
0.019599442880403484
root_mean_squared_error
0.013471315052337948
root_mean_squared_error
0.014304087259654742
root_mean_squared_error
0.005425847693813131
root_mean_squared_error
0.05409282634161843
root_mean_squared_error
0.008047058609177066
root_mean_squared_error
0.04865264375030033
root_mean_squared_error
0.03262269774805948
root_relative_squared_error
0.11154298239383405
root_relative_squared_error
0.16061484778538915
root_relative_squared_error
0.05422134971989637
root_relative_squared_error
0.037268043234537224
root_relative_squared_error
0.03957188591850868
root_relative_squared_error
0.015010466732566558
root_relative_squared_error
0.1496463992524534
root_relative_squared_error
0.022261978655574426
root_relative_squared_error
0.13505555937740957
root_relative_squared_error
0.09055780638307316
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
34429.235668
usercpu_time_millis
34492.182852000005
usercpu_time_millis
34646.808756
usercpu_time_millis
34689.012518999974
usercpu_time_millis
34298.717197000005
usercpu_time_millis
33823.200068000006
usercpu_time_millis
33986.70975299999
usercpu_time_millis
35230.24998200003
usercpu_time_millis
34719.762378000036
usercpu_time_millis
34502.620186999935
usercpu_time_millis_testing
66.5674910000007
usercpu_time_millis_testing
67.47274200000675
usercpu_time_millis_testing
65.49579200000721
usercpu_time_millis_testing
63.5512449999851
usercpu_time_millis_testing
61.85519999999656
usercpu_time_millis_testing
68.1421010000065
usercpu_time_millis_testing
66.41237899998487
usercpu_time_millis_testing
68.09139500001038
usercpu_time_millis_testing
66.58510500000148
usercpu_time_millis_testing
66.59652899998036
usercpu_time_millis_training
34362.668177
usercpu_time_millis_training
34424.71011
usercpu_time_millis_training
34581.31296399999
usercpu_time_millis_training
34625.46127399999
usercpu_time_millis_training
34236.86199700001
usercpu_time_millis_training
33755.057967
usercpu_time_millis_training
33920.297374
usercpu_time_millis_training
35162.15858700002
usercpu_time_millis_training
34653.17727300004
usercpu_time_millis_training
34436.023657999955