6021082
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)
4055767
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
32220
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
0.02605580438318448
6971
n_estimators
344
6971
random_state
49603
6971
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
12965287
description
https://api.openml.org/data/download/12965287/description.xml
-1
12965288
predictions
https://api.openml.org/data/download/12965288/predictions.arff
area_under_roc_curve
0.9969413537326479 [0.996941,0.996941]
average_cost
0
f_measure
0.9974219049002031 [0.998477,0.99163]
kappa
0.9901071276555025
kb_relative_information_score
6208.677147766695
mean_absolute_error
0.02229226253420489
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.9974211370769422 [0.998209,0.993097]
predictive_accuracy
0.997423461655047
prior_entropy
0.6203559250859288
recall
0.997423461655047 [0.998746,0.990167]
relative_absolute_error
0.08546633333114255
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.051924871548002516
root_relative_squared_error
0.14380408928702446
total_cost
0
area_under_roc_curve
0.9998228803202324 [0.999823,0.999823]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9814287722257361 [0.981429,0.981429]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9907407407407406 [0.990741,0.990741]
area_under_roc_curve
0.9991478670321174 [0.999148,0.999148]
area_under_roc_curve
0.9999472907442547 [0.999947,0.999947]
area_under_roc_curve
0.9997891629770188 [0.999789,0.999789]
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
0.9969574059373737 [0.998211,0.990099]
f_measure
0.9938896103896104 [0.996429,0.98]
f_measure
0.9984817948081617 [0.999105,0.995074]
f_measure
0.9984817948081617 [0.999105,0.995074]
f_measure
0.9924978143747389 [0.9955,0.976077]
f_measure
0.9984878645362075 [0.999103,0.995122]
f_measure
0.9984817948081617 [0.999105,0.995074]
f_measure
0.9984794538169725 [0.999105,0.995025]
f_measure
1 [1,1]
kappa
0.9941786621507199
kappa
0.9883103081827842
kappa
0.9764302549817868
kappa
0.9941786621507199
kappa
0.9941786621507199
kappa
0.9715791649441918
kappa
0.9942251154976902
kappa
0.9941786621507199
kappa
0.994129646620761
kappa
1
kb_relative_information_score
619.791118054362
kb_relative_information_score
623.4322211175866
kb_relative_information_score
613.614161315057
kb_relative_information_score
629.2733082785286
kb_relative_information_score
627.590184489952
kb_relative_information_score
609.0435218969985
kb_relative_information_score
621.760963014273
kb_relative_information_score
615.2909921035045
kb_relative_information_score
621.9210063887606
kb_relative_information_score
626.9596711079611
mean_absolute_error
0.022318909065493938
mean_absolute_error
0.022504128455655015
mean_absolute_error
0.024468969072210925
mean_absolute_error
0.019303977139632437
mean_absolute_error
0.01986984039992672
mean_absolute_error
0.02567735373747727
mean_absolute_error
0.022175081601062074
mean_absolute_error
0.02688935788726366
mean_absolute_error
0.02071132719668131
mean_absolute_error
0.018996291534608235
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
0.9939825299255904 [0.992883,1]
precision
0.9984875589526753 [0.998211,1]
precision
0.9984875589526753 [0.998211,1]
precision
0.9927782497875957 [1,0.953271]
precision
0.9984995586937335 [1,0.990291]
precision
0.9984875589526753 [0.998211,1]
precision
0.9984852638979752 [0.998211,1]
precision
1 [1,1]
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9969696969696971
predictive_accuracy
0.9939393939393939
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9924242424242425
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9984825493171472
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
0.9984848484848485 [0.998211,1]
recall
0.996969696969697 [1,0.980392]
recall
0.9939393939393939 [1,0.960784]
recall
0.9984848484848485 [1,0.990196]
recall
0.9984848484848485 [1,0.990196]
recall
0.9924242424242424 [0.991039,1]
recall
0.9984848484848485 [0.998208,1]
recall
0.9984848484848485 [1,0.990196]
recall
0.9984825493171472 [1,0.990099]
recall
1 [1,1]
relative_absolute_error
0.08582043766775606
relative_absolute_error
0.08618541768022826
relative_absolute_error
0.0937102862636368
relative_absolute_error
0.07392960522542373
relative_absolute_error
0.07609672587328438
relative_absolute_error
0.09833810987829414
relative_absolute_error
0.08492524710062373
relative_absolute_error
0.10297979525106234
relative_absolute_error
0.07958983669684701
relative_absolute_error
0.07299926879275163
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
0.04386835225022797
root_mean_squared_error
0.04562333631824714
root_mean_squared_error
0.07479672818487203
root_mean_squared_error
0.03543414265530989
root_mean_squared_error
0.04347923737074586
root_mean_squared_error
0.08615529010152145
root_mean_squared_error
0.045528292184276946
root_mean_squared_error
0.048783562503192206
root_mean_squared_error
0.04327076145209081
root_mean_squared_error
0.021518425828457824
root_relative_squared_error
0.1218501884771774
root_relative_squared_error
0.12621577506029605
root_relative_squared_error
0.20692320600964376
root_relative_squared_error
0.09802763541096646
root_relative_squared_error
0.12028418100550958
root_relative_squared_error
0.2383463725637058
root_relative_squared_error
0.12595283793201803
root_relative_squared_error
0.13495845872806533
root_relative_squared_error
0.1201159164667696
root_relative_squared_error
0.05973330148509616
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
67046.130575
usercpu_time_millis
67380.42420400007
usercpu_time_millis
66472.67437899995
usercpu_time_millis
67061.00011299987
usercpu_time_millis
66816.20273700013
usercpu_time_millis
66929.92230699997
usercpu_time_millis
66627.57952599987
usercpu_time_millis
66892.3225179999
usercpu_time_millis
66972.6167209999
usercpu_time_millis
66579.4222510001
usercpu_time_millis_testing
166.28998999999567
usercpu_time_millis_testing
165.7137980000698
usercpu_time_millis_testing
165.19620400003987
usercpu_time_millis_testing
166.1449379998885
usercpu_time_millis_testing
164.20826900002794
usercpu_time_millis_testing
165.34094400003596
usercpu_time_millis_testing
166.04591399982382
usercpu_time_millis_testing
167.34462299996267
usercpu_time_millis_testing
166.20194600000104
usercpu_time_millis_testing
164.64633300006426
usercpu_time_millis_training
66879.84058500001
usercpu_time_millis_training
67214.710406
usercpu_time_millis_training
66307.47817499991
usercpu_time_millis_training
66894.85517499998
usercpu_time_millis_training
66651.9944680001
usercpu_time_millis_training
66764.58136299993
usercpu_time_millis_training
66461.53361200004
usercpu_time_millis_training
66724.97789499993
usercpu_time_millis_training
66806.4147749999
usercpu_time_millis_training
66414.77591800003