6060821
1
Jan van Rijn
9960
Supervised Classification
6952
sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1)
4095355
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"
6948
n_values
"auto"
6948
sparse
true
6948
threshold
0.0
6949
C
3362.1466129812225
6953
cache_size
200
6953
class_weight
null
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coef0
0.0
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decision_function_shape
null
6953
degree
3
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gamma
3.631974306096039e-05
6953
kernel
"rbf"
6953
max_iter
-1
6953
probability
true
6953
random_state
38379
6953
shrinking
false
6953
tol
0.0002050624370138902
6953
verbose
false
6953
openml-pimp
openml-python
Sklearn_0.18.1.
1497
wall-robot-navigation
https://www.openml.org/data/download/1592289/phpVeNa5j
-1
13045050
description
https://api.openml.org/data/download/13045050/description.xml
-1
13045051
predictions
https://api.openml.org/data/download/13045051/predictions.arff
area_under_roc_curve
0.9237388546443854 [0.905534,0.926773,0.981242,0.941799]
average_cost
0
f_measure
0.7836709714067844 [0.794633,0.816826,0.744186,0.685915]
kappa
0.671730804409889
kb_relative_information_score
3236.2667070974912
mean_absolute_error
0.16821753105346807
mean_prior_absolute_error
0.3312381502905654
number_of_instances
5456 [2205,2097,328,826]
precision
0.7897220540977979 [0.796989,0.76586,0.817518,0.819865]
predictive_accuracy
0.7868401759530792
prior_entropy
1.715110055559003
recall
0.7868401759530792 [0.79229,0.87506,0.682927,0.589588]
relative_absolute_error
0.5078446758198172
root_mean_prior_squared_error
0.40694354051108633
root_mean_squared_error
0.278605859609228
root_relative_squared_error
0.6846302542591605
total_cost
0
area_under_roc_curve
0.9289415512614756 [0.919777,0.930371,0.98222,0.928538]
area_under_roc_curve
0.9238505736878575 [0.907456,0.925879,0.976963,0.941469]
area_under_roc_curve
0.916874178690577 [0.897114,0.913124,0.980034,0.953629]
area_under_roc_curve
0.9302931874603114 [0.913274,0.939512,0.967039,0.937469]
area_under_roc_curve
0.9218340688577426 [0.893753,0.930669,0.979916,0.950818]
area_under_roc_curve
0.9188675825609935 [0.903765,0.919926,0.976372,0.933358]
area_under_roc_curve
0.9148433360390956 [0.892797,0.91693,0.987756,0.939889]
area_under_roc_curve
0.9237983610448603 [0.911346,0.916539,0.993969,0.948182]
area_under_roc_curve
0.9379492378568429 [0.923622,0.944976,0.981948,0.940947]
area_under_roc_curve
0.9209898447175121 [0.89259,0.930793,0.988577,0.945346]
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
0.8058922289148138 [0.820046,0.8307,0.730159,0.734694]
f_measure
0.7633178454349123 [0.782805,0.807175,0.721311,0.615385]
f_measure
0.782747183499011 [0.799076,0.798246,0.830769,0.681159]
f_measure
0.7905682290565124 [0.808314,0.827133,0.592593,0.72973]
f_measure
0.78709366869682 [0.770642,0.829268,0.7,0.758621]
f_measure
0.7772729684294433 [0.790068,0.807947,0.825397,0.646617]
f_measure
0.7431214625501125 [0.758465,0.788419,0.707692,0.601504]
f_measure
0.7938165742154824 [0.820862,0.81448,0.813559,0.662162]
f_measure
0.7933847683731597 [0.809955,0.832599,0.736842,0.671533]
f_measure
0.7962848081445922 [0.786517,0.832579,0.763636,0.743243]
kappa
0.7055288461538461
kappa
0.6421778325911173
kappa
0.6706689006315246
kappa
0.6836387339755196
kappa
0.6762550979896776
kappa
0.6631481807907261
kappa
0.6122688490878595
kappa
0.6872819192655429
kappa
0.6872342534576397
kappa
0.6888720509014665
kb_relative_information_score
328.68738929994964
kb_relative_information_score
315.54625716430996
kb_relative_information_score
320.54715543770635
kb_relative_information_score
325.41355564923765
kb_relative_information_score
325.13972839542254
kb_relative_information_score
317.910629908785
kb_relative_information_score
320.3983536852555
kb_relative_information_score
332.13674871744166
kb_relative_information_score
329.1658184708415
kb_relative_information_score
321.32107036854416
mean_absolute_error
0.16340630967822667
mean_absolute_error
0.17183756071176867
mean_absolute_error
0.17090876214228157
mean_absolute_error
0.16648446999781577
mean_absolute_error
0.1691426347853787
mean_absolute_error
0.1720136590571079
mean_absolute_error
0.16894261715359118
mean_absolute_error
0.16435194853885385
mean_absolute_error
0.16315192605631176
mean_absolute_error
0.17192718716554348
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
0.809042217975284 [0.825688,0.7897,0.766667,0.830769]
precision
0.7660175896293072 [0.782805,0.762712,0.785714,0.721311]
precision
0.7927148761816832 [0.812207,0.739837,0.84375,0.854545]
precision
0.7976852309797349 [0.821596,0.765182,0.761905,0.830769]
precision
0.7936865716614077 [0.777778,0.775934,0.777778,0.887097]
precision
0.7889631649422383 [0.784753,0.753086,0.866667,0.86]
precision
0.7522311067325373 [0.753363,0.740586,0.69697,0.8]
precision
0.7968727155123188 [0.822727,0.772532,0.888889,0.753846]
precision
0.8030924580007148 [0.809955,0.771429,0.875,0.836364]
precision
0.8028198048325917 [0.78125,0.7897,0.954545,0.833333]
predictive_accuracy
0.8076923076923077
predictive_accuracy
0.7673992673992674
predictive_accuracy
0.7857142857142857
predictive_accuracy
0.7948717948717949
predictive_accuracy
0.7893772893772893
predictive_accuracy
0.782051282051282
predictive_accuracy
0.7486238532110092
predictive_accuracy
0.7963302752293577
predictive_accuracy
0.7981651376146789
predictive_accuracy
0.7981651376146789
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
0.8076923076923077 [0.81448,0.87619,0.69697,0.658537]
recall
0.7673992673992674 [0.782805,0.857143,0.666667,0.536585]
recall
0.7857142857142857 [0.786364,0.866667,0.818182,0.566265]
recall
0.7948717948717948 [0.795455,0.9,0.484848,0.650602]
recall
0.7893772893772893 [0.763636,0.890476,0.636364,0.662651]
recall
0.782051282051282 [0.795455,0.871429,0.787879,0.518072]
recall
0.7486238532110092 [0.763636,0.842857,0.71875,0.481928]
recall
0.7963302752293578 [0.819005,0.861244,0.75,0.590361]
recall
0.7981651376146789 [0.809955,0.904306,0.636364,0.560976]
recall
0.7981651376146789 [0.791855,0.880383,0.636364,0.670732]
relative_absolute_error
0.4934608474245802
relative_absolute_error
0.518921873305733
relative_absolute_error
0.5157568222772626
relative_absolute_error
0.502405494769804
relative_absolute_error
0.5104271234255744
relative_absolute_error
0.5190911049354001
relative_absolute_error
0.510214795021434
relative_absolute_error
0.4963779598279926
relative_absolute_error
0.4926291362352478
relative_absolute_error
0.519125601247788
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
0.2740294288070685
root_mean_squared_error
0.2818457009072921
root_mean_squared_error
0.28314382561333695
root_mean_squared_error
0.27440322879091966
root_mean_squared_error
0.27802768676821377
root_mean_squared_error
0.2841270898043841
root_mean_squared_error
0.2853877148938351
root_mean_squared_error
0.275865949934146
root_mean_squared_error
0.2700103074112196
root_mean_squared_error
0.27880103403767814
root_relative_squared_error
0.673577086239484
root_relative_squared_error
0.6927898467427741
root_relative_squared_error
0.6954949155753064
root_relative_squared_error
0.674025117899455
root_relative_squared_error
0.6829279858658107
root_relative_squared_error
0.6979101377474983
root_relative_squared_error
0.7015446841512349
root_relative_squared_error
0.6781753130103962
root_relative_squared_error
0.6636123137034299
root_relative_squared_error
0.6852175423765487
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
14790.256770000042
usercpu_time_millis
14812.509850000082
usercpu_time_millis
16543.42117099998
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
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis_testing
169.04915400004938
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
14621.207615999992
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
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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
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usercpu_time_millis_training
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