5967546
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)
4002280
class_weight
null
6941
criterion
"gini"
6941
max_depth
3
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
61005
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"
6971
learning_rate
0.6038590904110864
6971
n_estimators
185
6971
random_state
55560
6971
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
12858473
description
https://api.openml.org/data/download/12858473/description.xml
-1
12858472
predictions
https://api.openml.org/data/download/12858472/predictions.arff
area_under_roc_curve
0.9999739247344507 [0.999974,0.999974]
average_cost
0
f_measure
0.9975681382131 [0.998568,0.992079]
kappa
0.9906476498907056
kb_relative_information_score
-10985.97019335082
mean_absolute_error
0.4536025475481783
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.9975785958451714 [0.997319,0.999003]
predictive_accuracy
0.997575022734162
prior_entropy
0.6203559250859288
recall
0.9975750227341619 [0.999821,0.985251]
relative_absolute_error
1.7390673768139704
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.45383963601464633
root_relative_squared_error
1.2568927682200788
total_cost
0
area_under_roc_curve
0.9999822880320232 [0.999982,0.999982]
area_under_roc_curve
0.9996661747136131 [0.999666,0.999666]
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
0.9999472907442547 [0.999947,0.999947]
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
0.9984817564626296 [0.999106,0.995025]
f_measure
0.9969574059373737 [0.998211,0.990099]
f_measure
0.9954267172545752 [0.997319,0.985075]
f_measure
0.9984817948081617 [0.999105,0.995074]
f_measure
1 [1,1]
f_measure
0.9984817948081617 [0.999105,0.995074]
f_measure
0.9969574059373737 [0.998211,0.990099]
f_measure
0.9954453844244848 [0.997314,0.985222]
f_measure
0.9969526387082939 [0.998211,0.99]
f_measure
0.9984794538169725 [0.999105,0.995025]
kappa
0.9941312466654812
kappa
0.9883103081827842
kappa
0.9823943661971832
kappa
0.9941786621507199
kappa
1
kappa
0.9941786621507199
kappa
0.9883103081827842
kappa
0.9825359864521593
kappa
0.9882113021233967
kappa
0.994129646620761
kb_relative_information_score
-1101.7894669276448
kb_relative_information_score
-1103.2776020654258
kb_relative_information_score
-1096.976363760936
kb_relative_information_score
-1089.9507531758074
kb_relative_information_score
-1098.2718269201623
kb_relative_information_score
-1096.0067811186955
kb_relative_information_score
-1101.8984486194813
kb_relative_information_score
-1092.7924621810516
kb_relative_information_score
-1099.953057035123
kb_relative_information_score
-1105.0534315465236
mean_absolute_error
0.4532811048808923
mean_absolute_error
0.45531817699060995
mean_absolute_error
0.4535067080043214
mean_absolute_error
0.4514109626863603
mean_absolute_error
0.453789070222481
mean_absolute_error
0.45322426453966713
mean_absolute_error
0.45487986641643996
mean_absolute_error
0.4522162016813456
mean_absolute_error
0.4534321216687876
mean_absolute_error
0.4549688102648822
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
0.9984875541125541 [0.998214,1]
precision
0.9969805194805195 [0.996429,1]
precision
0.995478852698104 [0.994652,1]
precision
0.9984875589526753 [0.998211,1]
precision
1 [1,1]
precision
0.9984875589526753 [0.998211,1]
precision
0.9969805194805195 [0.996429,1]
precision
0.995444964890049 [0.996422,0.990099]
precision
0.9969759375677434 [0.996429,1]
precision
0.9984852638979752 [0.998211,1]
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9969696969696971
predictive_accuracy
0.9954545454545455
predictive_accuracy
0.9984848484848484
predictive_accuracy
1
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9969696969696971
predictive_accuracy
0.9954545454545455
predictive_accuracy
0.9969650986342944
predictive_accuracy
0.9984825493171472
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 [1,0.990099]
recall
0.996969696969697 [1,0.980392]
recall
0.9954545454545455 [1,0.970588]
recall
0.9984848484848485 [1,0.990196]
recall
1 [1,1]
recall
0.9984848484848485 [1,0.990196]
recall
0.996969696969697 [1,0.980392]
recall
0.9954545454545455 [0.998208,0.980392]
recall
0.9969650986342944 [1,0.980198]
recall
0.9984825493171472 [1,0.990099]
relative_absolute_error
1.7429518034797056
relative_absolute_error
1.7437594767850177
relative_absolute_error
1.7368219847819082
relative_absolute_error
1.7287957825703546
relative_absolute_error
1.737903364394416
relative_absolute_error
1.7357402940148008
relative_absolute_error
1.742080852350264
relative_absolute_error
1.7318796549030233
relative_absolute_error
1.7424565878379021
relative_absolute_error
1.7483618006355
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
0.4535152771382251
root_mean_squared_error
0.45553975953590264
root_mean_squared_error
0.45376960613542594
root_mean_squared_error
0.45166111876269416
root_mean_squared_error
0.45401521075395834
root_mean_squared_error
0.45348619726893763
root_mean_squared_error
0.4550871820276962
root_mean_squared_error
0.4524649588414252
root_mean_squared_error
0.4536484461623958
root_mean_squared_error
0.45519580267215476
root_relative_squared_error
1.2596990577936489
root_relative_squared_error
1.2602389141280117
root_relative_squared_error
1.2553418307174888
root_relative_squared_error
1.2495087551594493
root_relative_squared_error
1.2560212895161664
root_relative_squared_error
1.2545577874486393
root_relative_squared_error
1.2589868702052551
root_relative_squared_error
1.251732557861072
root_relative_squared_error
1.259289114309987
root_relative_squared_error
1.2635844430500718
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
23026.191896
usercpu_time_millis
22998.003995000003
usercpu_time_millis
22804.791161999994
usercpu_time_millis
23020.972259999995
usercpu_time_millis
23012.353501999998
usercpu_time_millis
23181.793248999995
usercpu_time_millis
23380.166948999973
usercpu_time_millis
23033.084375000017
usercpu_time_millis
22854.033291000007
usercpu_time_millis
22761.460066999975
usercpu_time_millis_testing
55.60048999999978
usercpu_time_millis_testing
54.26473600000037
usercpu_time_millis_testing
54.440338999995674
usercpu_time_millis_testing
54.30620299999589
usercpu_time_millis_testing
53.94686100000001
usercpu_time_millis_testing
55.013102000003755
usercpu_time_millis_testing
53.83954999999219
usercpu_time_millis_testing
54.948786000011296
usercpu_time_millis_testing
55.05408999999872
usercpu_time_millis_testing
56.59322899998642
usercpu_time_millis_training
22970.591406
usercpu_time_millis_training
22943.739259
usercpu_time_millis_training
22750.350822999997
usercpu_time_millis_training
22966.666057
usercpu_time_millis_training
22958.406640999998
usercpu_time_millis_training
23126.78014699999
usercpu_time_millis_training
23326.32739899998
usercpu_time_millis_training
22978.135589000005
usercpu_time_millis_training
22798.97920100001
usercpu_time_millis_training
22704.866837999987