6021267
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)
4055952
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
49470
6941
splitter
"best"
6941
axis
0
6947
categorical_features
[0]
6947
copy
true
6947
fill_empty
0
6947
missing_values
"NaN"
6947
strategy
"most_frequent"
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
0.011165704610495882
6971
n_estimators
276
6971
random_state
37341
6971
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
12965655
description
https://api.openml.org/data/download/12965655/description.xml
-1
12965656
predictions
https://api.openml.org/data/download/12965656/predictions.arff
area_under_roc_curve
0.9946373045081844 [0.994637,0.994637]
average_cost
0
f_measure
0.9969651086229191 [0.998209,0.990138]
kappa
0.988347254637565
kb_relative_information_score
6046.036911280318
mean_absolute_error
0.030873415252325547
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.996964598053068 [0.997673,0.993076]
predictive_accuracy
0.9969687784177023
prior_entropy
0.6203559250859288
recall
0.9969687784177024 [0.998746,0.987217]
relative_absolute_error
0.11836562551590951
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.062009282342388505
root_relative_squared_error
0.17173250715402452
total_cost
0
area_under_roc_curve
0.9998760162241628 [0.999876,0.999876]
area_under_roc_curve
0.9995607562021224 [0.999561,0.999561]
area_under_roc_curve
0.972714175275845 [0.972714,0.972714]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9908637290041464 [0.990864,0.990864]
area_under_roc_curve
0.999745238597231 [0.999745,0.999745]
area_under_roc_curve
0.9949486963244077 [0.994949,0.994949]
area_under_roc_curve
0.995554852765479 [0.995555,0.995555]
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
0.9984879021615353 [0.999105,0.995074]
f_measure
0.9954267172545752 [0.997319,0.985075]
f_measure
0.9938896103896104 [0.996429,0.98]
f_measure
1 [1,1]
f_measure
0.9984817948081617 [0.999105,0.995074]
f_measure
0.9924978143747389 [0.9955,0.976077]
f_measure
0.996969696969697 [0.998208,0.990196]
f_measure
0.9984817948081617 [0.999105,0.995074]
f_measure
0.9984794538169725 [0.999105,0.995025]
f_measure
0.9969526387082939 [0.998211,0.99]
kappa
0.9941786621507199
kappa
0.9823943661971832
kappa
0.9764302549817868
kappa
1
kappa
0.9941786621507199
kappa
0.9715791649441918
kappa
0.988403963736032
kappa
0.9941786621507199
kappa
0.994129646620761
kappa
0.9882113021233967
kb_relative_information_score
593.2155534640597
kb_relative_information_score
589.8660139963928
kb_relative_information_score
605.6643914864857
kb_relative_information_score
625.5714914081809
kb_relative_information_score
618.318128132914
kb_relative_information_score
602.9798647744415
kb_relative_information_score
573.5546808452399
kb_relative_information_score
620.4023303766862
kb_relative_information_score
603.7374684290044
kb_relative_information_score
612.7269883669635
mean_absolute_error
0.037936723167898236
mean_absolute_error
0.037157185960826615
mean_absolute_error
0.029196283731024602
mean_absolute_error
0.022618194251390358
mean_absolute_error
0.0257629277710783
mean_absolute_error
0.029520059760190013
mean_absolute_error
0.04282356770777498
mean_absolute_error
0.02441422039910244
mean_absolute_error
0.03231584641184662
mean_absolute_error
0.026985437989252545
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
0.995478852698104 [0.994652,1]
precision
0.9939825299255904 [0.992883,1]
precision
1 [1,1]
precision
0.9984875589526753 [0.998211,1]
precision
0.9927782497875957 [1,0.953271]
precision
0.996969696969697 [0.998208,0.990196]
precision
0.9984875589526753 [0.998211,1]
precision
0.9984852638979752 [0.998211,1]
precision
0.9969759375677434 [0.996429,1]
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9954545454545455
predictive_accuracy
0.9939393939393939
predictive_accuracy
1
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9924242424242425
predictive_accuracy
0.9969696969696971
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9984825493171472
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
0.9954545454545455 [1,0.970588]
recall
0.9939393939393939 [1,0.960784]
recall
1 [1,1]
recall
0.9984848484848485 [1,0.990196]
recall
0.9924242424242424 [0.991039,1]
recall
0.996969696969697 [0.998208,0.990196]
recall
0.9984848484848485 [1,0.990196]
recall
0.9984825493171472 [1,0.990099]
recall
0.9969650986342944 [1,0.980198]
relative_absolute_error
0.14587389448093865
relative_absolute_error
0.1423031155446071
relative_absolute_error
0.11181476825584395
relative_absolute_error
0.0866222623359922
relative_absolute_error
0.09866583791464179
relative_absolute_error
0.11305475283749322
relative_absolute_error
0.1640039993872625
relative_absolute_error
0.0935006119690472
relative_absolute_error
0.12418387842626469
relative_absolute_error
0.10370009523588859
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
0.05965856388647807
root_mean_squared_error
0.07690971870615936
root_mean_squared_error
0.08129111972061187
root_mean_squared_error
0.025213171316230045
root_mean_squared_error
0.04665748153791527
root_mean_squared_error
0.07950897880164687
root_mean_squared_error
0.08206788859167823
root_mean_squared_error
0.04562757766960492
root_mean_squared_error
0.04934265242800314
root_mean_squared_error
0.04447511550129112
root_relative_squared_error
0.16570960341477847
root_relative_squared_error
0.21276873941121294
root_relative_squared_error
0.22488977153020592
root_relative_squared_error
0.06975158364587276
root_relative_squared_error
0.1290767109531652
root_relative_squared_error
0.21995952496110807
root_relative_squared_error
0.2270386824388792
root_relative_squared_error
0.12622750864867704
root_relative_squared_error
0.13697096418913357
root_relative_squared_error
0.12345909984315483
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
54648.066591999996
usercpu_time_millis
54758.894949999994
usercpu_time_millis
54872.38619
usercpu_time_millis
55145.35923699998
usercpu_time_millis
54169.080863999996
usercpu_time_millis
54744.91685699997
usercpu_time_millis
54758.09889100003
usercpu_time_millis
55197.372459000006
usercpu_time_millis
54861.46986799991
usercpu_time_millis
53902.212432999986
usercpu_time_millis_testing
135.4748079999979
usercpu_time_millis_testing
139.50289499999258
usercpu_time_millis_testing
132.49729399998955
usercpu_time_millis_testing
133.24184999999034
usercpu_time_millis_testing
132.32538500000146
usercpu_time_millis_testing
132.99134900000809
usercpu_time_millis_testing
134.16416900003014
usercpu_time_millis_testing
133.4785949999855
usercpu_time_millis_testing
129.84473899996374
usercpu_time_millis_testing
132.73301499998524
usercpu_time_millis_training
54512.591784
usercpu_time_millis_training
54619.392055000004
usercpu_time_millis_training
54739.88889600001
usercpu_time_millis_training
55012.11738699999
usercpu_time_millis_training
54036.75547899999
usercpu_time_millis_training
54611.92550799996
usercpu_time_millis_training
54623.934722
usercpu_time_millis_training
55063.89386400002
usercpu_time_millis_training
54731.62512899995
usercpu_time_millis_training
53769.479418