5998232
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)
4032964
class_weight
null
6941
criterion
"gini"
6941
max_depth
2
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
4991
6941
splitter
"best"
6941
axis
0
6947
categorical_features
[]
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
[]
6948
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
6948
handle_unknown
"ignore"
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n_values
"auto"
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sparse
false
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threshold
0.0
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algorithm
"SAMME"
6971
learning_rate
0.14516271846525697
6971
n_estimators
63
6971
random_state
40121
6971
openml-pimp
openml-python
Sklearn_0.18.1.
study_71
1497
wall-robot-navigation
https://www.openml.org/data/download/1592289/phpVeNa5j
-1
12919596
description
https://api.openml.org/data/download/12919596/description.xml
-1
12919595
predictions
https://api.openml.org/data/download/12919595/predictions.arff
area_under_roc_curve
0.9956722503820644 [0.991968,0.999867,0.998575,0.993759]
average_cost
0
f_measure
0.9610442719224244 [0.954576,0.995245,0.930636,0.90356]
kappa
0.9416617867340547
kb_relative_information_score
157.40788667694522
mean_absolute_error
0.3628222843992336
mean_prior_absolute_error
0.3312381502905654
number_of_instances
5456 [2205,2097,328,826]
precision
0.9623411986741295 [0.942138,0.992413,0.884615,0.970793]
predictive_accuracy
0.9615102639296188
prior_entropy
1.715110055559003
recall
0.9615102639296188 [0.967347,0.998093,0.981707,0.845036]
relative_absolute_error
1.0953517403745983
root_mean_prior_squared_error
0.40694354051108633
root_mean_squared_error
0.4190902911445931
root_relative_squared_error
1.029848736800814
total_cost
0
area_under_roc_curve
0.9935015207021233 [0.989753,0.998909,0.999527,0.987332]
area_under_roc_curve
0.9963360311930801 [0.992906,1,0.990312,0.99862]
area_under_roc_curve
0.9965012978560244 [0.992359,0.999773,0.999468,0.998022]
area_under_roc_curve
0.9934326735247008 [0.988427,0.999986,0.999409,0.987744]
area_under_roc_curve
0.9967989109504503 [0.994583,0.999901,0.999587,0.993716]
area_under_roc_curve
0.9949245892729308 [0.991836,1,1,0.988251]
area_under_roc_curve
0.9957170169280259 [0.991161,1,1,0.995306]
area_under_roc_curve
0.9977562872058284 [0.995936,1,1,0.996088]
area_under_roc_curve
0.9965797177712241 [0.992026,0.999986,0.999822,0.998867]
area_under_roc_curve
0.9960353086290014 [0.992277,0.999986,0.999882,0.994548]
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
0.9690870616086594 [0.965986,0.992874,0.90411,0.942675]
f_measure
0.9590603946110371 [0.951542,0.995261,0.935484,0.896104]
f_measure
0.9591551729228287 [0.950673,0.995261,0.941176,0.897436]
f_measure
0.9747452767227613 [0.970387,0.997613,0.90411,0.956522]
f_measure
0.9498108003275656 [0.946188,0.98818,0.901408,0.881579]
f_measure
0.9568706206838948 [0.950893,0.995261,0.970588,0.87013]
f_measure
0.9596956248183045 [0.950226,0.997625,0.888889,0.916129]
f_measure
0.9662930909176696 [0.960352,0.997602,0.969697,0.901961]
f_measure
0.9591564353486896 [0.950673,0.995238,0.929577,0.901961]
f_measure
0.9566541673337958 [0.949227,0.997613,0.970588,0.866667]
kappa
0.9530538752554168
kappa
0.9384763524241709
kappa
0.9389205845562439
kappa
0.9614430119242177
kappa
0.9250476650481734
kappa
0.9360551561195187
kappa
0.9390191181930534
kappa
0.9497340670827311
kappa
0.938865519439133
kappa
0.9357614332861859
kb_relative_information_score
15.578712496597948
kb_relative_information_score
15.247804754293934
kb_relative_information_score
16.108464318482124
kb_relative_information_score
16.308194860939015
kb_relative_information_score
16.84287115390344
kb_relative_information_score
16.08076909325393
kb_relative_information_score
14.576287701846217
kb_relative_information_score
15.25990263507361
kb_relative_information_score
16.055172058415295
kb_relative_information_score
15.349707604140226
mean_absolute_error
0.3628679690795566
mean_absolute_error
0.36290942686453814
mean_absolute_error
0.3628373934189965
mean_absolute_error
0.3627519921701544
mean_absolute_error
0.3622907649255749
mean_absolute_error
0.3629428275131626
mean_absolute_error
0.3630964816191226
mean_absolute_error
0.3626833025971748
mean_absolute_error
0.36268241105434923
mean_absolute_error
0.36316088636876626
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
0.9708962035857771 [0.968182,0.990521,0.825,0.986667]
precision
0.9605819372500887 [0.927039,0.990566,1,0.958333]
precision
0.9599835512962939 [0.938053,0.990566,0.914286,0.958904]
precision
0.9764349820066364 [0.972603,1,0.825,0.987179]
precision
0.9520846972516955 [0.933628,0.981221,0.842105,0.971014]
precision
0.9578450789198892 [0.934211,0.990566,0.942857,0.943662]
precision
0.9624955406730701 [0.945946,0.995261,0.8,0.986111]
precision
0.9682650733246796 [0.935622,1,0.941176,0.985714]
precision
0.9607304661265966 [0.942222,0.990521,0.868421,0.971831]
precision
0.9583622661339134 [0.926724,0.995238,0.942857,0.955882]
predictive_accuracy
0.9688644688644689
predictive_accuracy
0.9597069597069597
predictive_accuracy
0.9597069597069597
predictive_accuracy
0.9743589743589743
predictive_accuracy
0.9505494505494505
predictive_accuracy
0.9578754578754578
predictive_accuracy
0.9596330275229357
predictive_accuracy
0.9669724770642202
predictive_accuracy
0.9596330275229357
predictive_accuracy
0.9577981651376147
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
0.9688644688644689 [0.963801,0.995238,1,0.902439]
recall
0.9597069597069597 [0.977376,1,0.878788,0.841463]
recall
0.9597069597069597 [0.963636,1,0.969697,0.843373]
recall
0.9743589743589743 [0.968182,0.995238,1,0.927711]
recall
0.9505494505494505 [0.959091,0.995238,0.969697,0.807229]
recall
0.9578754578754579 [0.968182,1,1,0.807229]
recall
0.9596330275229358 [0.954545,1,1,0.855422]
recall
0.9669724770642202 [0.986425,0.995215,1,0.831325]
recall
0.9596330275229358 [0.959276,1,1,0.841463]
recall
0.9577981651376147 [0.972851,1,1,0.792683]
relative_absolute_error
1.095803068301552
relative_absolute_error
1.0959282641630193
relative_absolute_error
1.0949459740241754
relative_absolute_error
1.0946882559518587
relative_absolute_error
1.0932963957860589
relative_absolute_error
1.0952641458527297
relative_absolute_error
1.0965687643744813
relative_absolute_error
1.0953809760539854
relative_absolute_error
1.0951015241079904
relative_absolute_error
1.0965462565518467
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
0.41914669933852344
root_mean_squared_error
0.4191951198441033
root_mean_squared_error
0.4191034164189127
root_mean_squared_error
0.41901500186702156
root_mean_squared_error
0.41849296894670696
root_mean_squared_error
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root_mean_squared_error
0.4193990125240356
root_mean_squared_error
0.41892404900038194
root_mean_squared_error
0.418928191235888
root_mean_squared_error
0.41946872302466304
root_relative_squared_error
1.0302820893230178
root_relative_squared_error
1.030401109178676
root_relative_squared_error
1.0294566536571665
root_relative_squared_error
1.0292394782652259
root_relative_squared_error
1.027957192695144
root_relative_squared_error
1.0297665174507993
root_relative_squared_error
1.0309734176328071
root_relative_squared_error
1.0298623230820518
root_relative_squared_error
1.0296121986122695
root_relative_squared_error
1.0309406795670093
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
2152.4884349999998
usercpu_time_millis
2166.367232000001
usercpu_time_millis
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usercpu_time_millis
2207.4181349999994
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
2303.350276
usercpu_time_millis
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usercpu_time_millis_testing
9.585954000000285
usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_training
2142.9024809999996
usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
2197.7467169999995
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
2355.5790410000022
usercpu_time_millis_training
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usercpu_time_millis_training
2279.536627000002