6027520
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)
4062205
class_weight
null
6941
criterion
"gini"
6941
max_depth
6
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
36134
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
true
6948
threshold
0.0
6949
algorithm
"SAMME"
6971
learning_rate
1.1625958693490668
6971
n_estimators
244
6971
random_state
28576
6971
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
12978139
description
https://api.openml.org/data/download/12978139/description.xml
-1
12978140
predictions
https://api.openml.org/data/download/12978140/predictions.arff
area_under_roc_curve
0.9999911907886658 [0.999991,0.999991]
average_cost
0
f_measure
0.9990906335253107 [0.999462,0.99705]
kappa
0.9965126094170116
kb_relative_information_score
-8559.634933607356
mean_absolute_error
0.38525553051058536
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.9990906335253107 [0.999462,0.99705]
predictive_accuracy
0.9990906335253107
prior_entropy
0.6203559250859288
recall
0.9990906335253107 [0.999462,0.99705]
relative_absolute_error
1.4770316623430282
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.38566288243659813
root_relative_squared_error
1.0680796683210523
total_cost
0
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
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
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
1 [1,1]
f_measure
0.9984878645362075 [0.999103,0.995122]
f_measure
0.9984794538169725 [0.999105,0.995025]
f_measure
0.9984856064092471 [0.999103,0.995074]
kappa
0.9941786621507199
kappa
0.9883103081827842
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
0.9942251154976902
kappa
0.994129646620761
kappa
0.9941770563650341
kb_relative_information_score
-863.8464319510499
kb_relative_information_score
-852.6401487212813
kb_relative_information_score
-853.849564651254
kb_relative_information_score
-846.9894150046971
kb_relative_information_score
-857.0678552887855
kb_relative_information_score
-863.1302274067771
kb_relative_information_score
-856.5945966376322
kb_relative_information_score
-851.3881590585096
kb_relative_information_score
-858.1895959892266
kb_relative_information_score
-855.938938898143
mean_absolute_error
0.38602371130438334
mean_absolute_error
0.384965920184703
mean_absolute_error
0.3851044949423096
mean_absolute_error
0.3830485206196942
mean_absolute_error
0.38579689739100487
mean_absolute_error
0.3874504125981267
mean_absolute_error
0.38570832718356063
mean_absolute_error
0.3842752552741397
mean_absolute_error
0.3854111235099457
mean_absolute_error
0.384770142408442
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
1 [1,1]
precision
0.9984995586937335 [1,0.990291]
precision
0.9984852638979752 [0.998211,1]
precision
0.9984974262846261 [1,0.990196]
predictive_accuracy
0.9984848484848484
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
0.9984825493171472
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 [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
1 [1,1]
recall
0.9984848484848485 [0.998208,1]
recall
0.9984825493171472 [1,0.990099]
recall
0.9984825493171472 [0.998208,1]
relative_absolute_error
1.484334371230188
relative_absolute_error
1.474327196858615
relative_absolute_error
1.4748579049634765
relative_absolute_error
1.4669840161308738
relative_absolute_error
1.477509640371102
relative_absolute_error
1.4838422072619823
relative_absolute_error
1.4771704377071264
relative_absolute_error
1.4716821158055418
relative_absolute_error
1.4810643514057418
relative_absolute_error
1.4786011784419821
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
0.3863847115818943
root_mean_squared_error
0.3855121477782323
root_mean_squared_error
0.3854920319378637
root_mean_squared_error
0.38336488944778013
root_mean_squared_error
0.3861704329691006
root_mean_squared_error
0.3878106855588408
root_mean_squared_error
0.38616262950025326
root_mean_squared_error
0.3846503796536324
root_mean_squared_error
0.38583775907898943
root_mean_squared_error
0.38522691893139177
root_relative_squared_error
1.0732349750088686
root_relative_squared_error
1.0665093448575402
root_relative_squared_error
1.0664536949075805
root_relative_squared_error
1.0605690104518712
root_relative_squared_error
1.0683304737420347
root_relative_squared_error
1.072868189933253
root_relative_squared_error
1.0683088856481289
root_relative_squared_error
1.0641252857214458
root_relative_squared_error
1.071052472477766
root_relative_squared_error
1.0693568327043677
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
106706.91199300018
usercpu_time_millis
106095.31564600002
usercpu_time_millis
107153.65927499988
usercpu_time_millis
107519.58244699927
usercpu_time_millis
106842.73059400039
usercpu_time_millis
105756.96997299929
usercpu_time_millis
107323.11714499883
usercpu_time_millis
106519.33266299966
usercpu_time_millis
106603.27545399923
usercpu_time_millis
108429.6591079983
usercpu_time_millis_testing
166.93185599979188
usercpu_time_millis_testing
166.13615399910486
usercpu_time_millis_testing
167.71705900100642
usercpu_time_millis_testing
165.39697900043393
usercpu_time_millis_testing
166.56408900053066
usercpu_time_millis_testing
166.6050109997741
usercpu_time_millis_testing
167.49850400083233
usercpu_time_millis_testing
166.87866899883375
usercpu_time_millis_testing
167.4930379995203
usercpu_time_millis_testing
165.46951700001955
usercpu_time_millis_training
106539.98013700038
usercpu_time_millis_training
105929.17949200091
usercpu_time_millis_training
106985.94221599888
usercpu_time_millis_training
107354.18546799883
usercpu_time_millis_training
106676.16650499986
usercpu_time_millis_training
105590.36496199951
usercpu_time_millis_training
107155.618640998
usercpu_time_millis_training
106352.45399400083
usercpu_time_millis_training
106435.78241599971
usercpu_time_millis_training
108264.18959099828