5989741
1
Jan van Rijn
9960
Supervised Classification
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)
4024474
class_weight
null
6941
criterion
"gini"
6941
max_depth
8
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
29235
6941
splitter
"best"
6941
axis
0
6947
categorical_features
[]
6947
copy
true
6947
fill_empty
0
6947
missing_values
"NaN"
6947
strategy
"mean"
6947
strategy_nominal
"most_frequent"
6947
verbose
0
6947
categorical_features
[]
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
1.8666388242213874
6971
n_estimators
191
6971
random_state
40800
6971
openml-pimp
openml-python
Sklearn_0.18.1.
study_71
1497
wall-robot-navigation
https://www.openml.org/data/download/1592289/phpVeNa5j
-1
12902761
description
https://api.openml.org/data/download/12902761/description.xml
-1
12902762
predictions
https://api.openml.org/data/download/12902762/predictions.arff
area_under_roc_curve
0.9976855292675924 [0.997463,0.998126,0.995664,0.997966]
average_cost
0
f_measure
0.9954152906125393 [0.995023,0.997615,0.98773,0.993932]
kappa
0.9930780402247058
kb_relative_information_score
328.7353325578504
mean_absolute_error
0.3536377739375949
mean_prior_absolute_error
0.3312381502905654
number_of_instances
5456 [2205,2097,328,826]
precision
0.9954232269518067 [0.992777,0.998091,0.993827,0.99635]
predictive_accuracy
0.9954178885630499
prior_entropy
1.715110055559003
recall
0.9954178885630498 [0.997279,0.997139,0.981707,0.991525]
relative_absolute_error
1.0676239244404073
root_mean_prior_squared_error
0.40694354051108633
root_mean_squared_error
0.4085611732448357
root_relative_squared_error
1.003975079028697
total_cost
0
area_under_roc_curve
0.9998953051600836 [1,0.999943,1,0.999448]
area_under_roc_curve
0.9999780186824722 [0.999972,1,0.999823,1]
area_under_roc_curve
0.9984492933556812 [0.997609,0.998484,1,0.999974]
area_under_roc_curve
0.993936337321129 [0.993551,0.994933,0.999025,0.990411]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.9999148669198624 [0.999916,1,1,0.999662]
area_under_roc_curve
0.9988988297749081 [0.998615,0.998593,1,1]
area_under_roc_curve
0.9999313802066095 [0.999958,1,1,0.999661]
area_under_roc_curve
0.9985119047619048 [1,0.998512,0.984848,1]
area_under_roc_curve
0.9999841480571462 [1,1,1,0.999895]
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
0.9945058496006364 [0.995455,0.995261,1,0.987805]
f_measure
0.9925760238260238 [0.990991,1,0.9375,1]
f_measure
0.9926244169604983 [0.990909,0.997625,0.96875,0.994012]
f_measure
0.9908473202605068 [0.99095,0.995215,0.985075,0.981818]
f_measure
1 [1,1,1,1]
f_measure
0.9963375481070057 [0.995475,0.997613,1,0.993939]
f_measure
0.996329798528225 [0.995475,0.995215,1,1]
f_measure
0.9963307801113886 [0.995495,0.997602,1,0.993939]
f_measure
0.9981532128618902 [1,0.997613,0.984615,1]
f_measure
0.9963158877531967 [0.995495,1,1,0.987654]
kappa
0.9917014550318162
kappa
0.988912917669276
kappa
0.9889367867038817
kappa
0.9861889633122205
kappa
1
kappa
0.9944706341048453
kappa
0.994455522096525
kappa
0.994451231928324
kappa
0.9972266606959301
kappa
0.9944504409099242
kb_relative_information_score
18.64825742691015
kb_relative_information_score
19.13964664874913
kb_relative_information_score
53.52421384951696
kb_relative_information_score
53.6617750832542
kb_relative_information_score
20.358919905375732
kb_relative_information_score
20.05954607730219
kb_relative_information_score
52.902644058332015
kb_relative_information_score
18.538317089000046
kb_relative_information_score
53.606009792456916
kb_relative_information_score
18.296002626941565
mean_absolute_error
0.3619194344072856
mean_absolute_error
0.3616336316835905
mean_absolute_error
0.3417486817140221
mean_absolute_error
0.3416709591288193
mean_absolute_error
0.3613424156828806
mean_absolute_error
0.36137119321930694
mean_absolute_error
0.34143453713621774
mean_absolute_error
0.3616940319157952
mean_absolute_error
0.34133194696988933
mean_absolute_error
0.36221648610121465
mean_prior_absolute_error
0.3311434139730841
mean_prior_absolute_error
0.3311434139730841
mean_prior_absolute_error
0.33137469978129297
mean_prior_absolute_error
0.33137469978129297
mean_prior_absolute_error
0.33137469978129297
mean_prior_absolute_error
0.33137469978129297
mean_prior_absolute_error
0.3311205766710351
mean_prior_absolute_error
0.3311024296804111
mean_prior_absolute_error
0.3311861074705109
mean_prior_absolute_error
0.3311861074705109
number_of_instances
546 [221,210,33,82]
number_of_instances
546 [221,210,33,82]
number_of_instances
546 [220,210,33,83]
number_of_instances
546 [220,210,33,83]
number_of_instances
546 [220,210,33,83]
number_of_instances
546 [220,210,33,83]
number_of_instances
545 [220,210,32,83]
number_of_instances
545 [221,209,32,83]
number_of_instances
545 [221,209,33,82]
number_of_instances
545 [221,209,33,82]
precision
0.9945400511438247 [1,0.990566,1,0.987805]
precision
0.9926051093416928 [0.986547,1,0.967742,1]
precision
0.9927044763706916 [0.990909,0.995261,1,0.988095]
precision
0.9909235232047284 [0.986486,1,0.970588,0.987805]
precision
1 [1,1,1,1]
precision
0.9963699963699963 [0.990991,1,1,1]
precision
0.9963633358128771 [0.990991,1,1,1]
precision
0.9963631875591393 [0.991031,1,1,1]
precision
0.9981738750546091 [1,0.995238,1,1]
precision
0.9963631875591393 [0.991031,1,1,1]
predictive_accuracy
0.9945054945054944
predictive_accuracy
0.9926739926739927
predictive_accuracy
0.9926739926739927
predictive_accuracy
0.9908424908424908
predictive_accuracy
1
predictive_accuracy
0.9963369963369964
predictive_accuracy
0.9963302752293578
predictive_accuracy
0.9963302752293578
predictive_accuracy
0.9981651376146788
predictive_accuracy
0.9963302752293578
prior_entropy
1.715110055559003
prior_entropy
1.715110055559003
prior_entropy
1.715110055559003
prior_entropy
1.715110055559003
prior_entropy
1.715110055559003
prior_entropy
1.715110055559003
prior_entropy
1.715110055559003
prior_entropy
1.715110055559003
prior_entropy
1.715110055559003
prior_entropy
1.715110055559003
recall
0.9945054945054945 [0.99095,1,1,0.987805]
recall
0.9926739926739927 [0.995475,1,0.909091,1]
recall
0.9926739926739927 [0.990909,1,0.939394,1]
recall
0.9908424908424909 [0.995455,0.990476,1,0.975904]
recall
1 [1,1,1,1]
recall
0.9963369963369964 [1,0.995238,1,0.987952]
recall
0.9963302752293578 [1,0.990476,1,1]
recall
0.9963302752293578 [1,0.995215,1,0.987952]
recall
0.998165137614679 [1,1,0.969697,1]
recall
0.9963302752293578 [1,1,1,0.97561]
relative_absolute_error
1.092938645721346
relative_absolute_error
1.0920755673340514
relative_absolute_error
1.0313058961338206
relative_absolute_error
1.0310713502096625
relative_absolute_error
1.090434532030859
relative_absolute_error
1.0905213749203293
relative_absolute_error
1.031148654574341
relative_absolute_error
1.0923931674705978
relative_absolute_error
1.0306348583787797
relative_absolute_error
1.0936946868565938
root_mean_prior_squared_error
0.4068271240296317
root_mean_prior_squared_error
0.4068271240296317
root_mean_prior_squared_error
0.40711128043132166
root_mean_prior_squared_error
0.40711128043132166
root_mean_prior_squared_error
0.40711128043132166
root_mean_prior_squared_error
0.40711128043132166
root_mean_prior_squared_error
0.4067990554858411
root_mean_prior_squared_error
0.40677675026179705
root_mean_prior_squared_error
0.4068795919478491
root_mean_prior_squared_error
0.4068795919478491
root_mean_squared_error
0.41798521369760205
root_mean_squared_error
0.41764959845202704
root_mean_squared_error
0.3946560051668857
root_mean_squared_error
0.3945733260536943
root_mean_squared_error
0.41728844464043213
root_mean_squared_error
0.41734921252565643
root_mean_squared_error
0.3942724823017942
root_mean_squared_error
0.41773250429803016
root_mean_squared_error
0.39414559882488526
root_mean_squared_error
0.41834497584387864
root_relative_squared_error
1.0274271035752216
root_relative_squared_error
1.026602145685859
root_relative_squared_error
0.9694057230464358
root_relative_squared_error
0.9692026357895468
root_relative_squared_error
1.0249984824746887
root_relative_squared_error
1.0251477485062266
root_relative_squared_error
0.9692069757411643
root_relative_squared_error
1.0269330880616507
root_relative_squared_error
0.9687032887002206
root_relative_squared_error
1.028178812904185
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
7278.746240999681
usercpu_time_millis
7101.984342000378
usercpu_time_millis
867.7607780000471
usercpu_time_millis
1049.2390509998586
usercpu_time_millis
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usercpu_time_millis
6580.442491000213
usercpu_time_millis
920.5716209999082
usercpu_time_millis
6916.936096000427
usercpu_time_millis
820.904657000483
usercpu_time_millis
6820.797686999867
usercpu_time_millis_testing
35.10105499981364
usercpu_time_millis_testing
35.295588000280986
usercpu_time_millis_testing
1.4689670001644117
usercpu_time_millis_testing
1.643718000195804
usercpu_time_millis_testing
34.624532999714575
usercpu_time_millis_testing
34.710762000031536
usercpu_time_millis_testing
1.5043650000734488
usercpu_time_millis_testing
35.11977400012256
usercpu_time_millis_testing
1.2857760002589202
usercpu_time_millis_testing
34.40962900003797
usercpu_time_millis_training
7243.645185999867
usercpu_time_millis_training
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usercpu_time_millis_training
866.2918109998827
usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
919.0672559998347
usercpu_time_millis_training
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usercpu_time_millis_training
819.6188810002241
usercpu_time_millis_training
6786.3880579998295