6045383
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)
4080041
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"
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n_values
"auto"
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sparse
true
6948
threshold
0.0
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C
0.07481888505654302
6953
cache_size
200
6953
class_weight
null
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coef0
0.3405252442324329
6953
decision_function_shape
null
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degree
3
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gamma
0.00012589261500696756
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kernel
"sigmoid"
6953
max_iter
-1
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probability
true
6953
random_state
1840
6953
shrinking
true
6953
tol
0.0011774551767024437
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
13013897
description
https://api.openml.org/data/download/13013897/description.xml
-1
13013898
predictions
https://api.openml.org/data/download/13013898/predictions.arff
area_under_roc_curve
0.831467512564194 [0.801006,0.837257,0.960185,0.846972]
average_cost
0
f_measure
0.6206832585875032 [0.599192,0.691909,0.582313,0.512465]
kappa
0.4388408001694029
kb_relative_information_score
2301.4773547116565
mean_absolute_error
0.22922118044411474
mean_prior_absolute_error
0.3312381502905654
number_of_instances
5456 [2205,2097,328,826]
precision
0.6485612674313562 [0.737086,0.594317,0.525799,0.598706]
predictive_accuracy
0.6292155425219942
prior_entropy
1.715110055559003
recall
0.6292155425219942 [0.504762,0.827849,0.652439,0.447942]
relative_absolute_error
0.6920132244520736
root_mean_prior_squared_error
0.40694354051108633
root_mean_squared_error
0.3468988754295921
root_relative_squared_error
0.8524496420164741
total_cost
0
area_under_roc_curve
0.8186028739173953 [0.78527,0.821032,0.960364,0.845169]
area_under_roc_curve
0.8127450389115826 [0.785451,0.811621,0.947782,0.83484]
area_under_roc_curve
0.8129938572027126 [0.780452,0.813875,0.954929,0.840589]
area_under_roc_curve
0.8544310200316712 [0.821933,0.868141,0.939335,0.872128]
area_under_roc_curve
0.8398515068691325 [0.79954,0.850057,0.956583,0.87447]
area_under_roc_curve
0.8216772605979483 [0.800404,0.821088,0.952271,0.82763]
area_under_roc_curve
0.8421298707517061 [0.813986,0.845942,0.976669,0.855213]
area_under_roc_curve
0.8402960998084126 [0.813684,0.840055,0.982578,0.856908]
area_under_roc_curve
0.8458166915754429 [0.820289,0.860105,0.96727,0.829321]
area_under_roc_curve
0.8267305686864403 [0.790501,0.840126,0.967093,0.833746]
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
0.5932013061986888 [0.586387,0.665323,0.507042,0.461538]
f_measure
0.5986899870475083 [0.569892,0.669323,0.630137,0.482759]
f_measure
0.6120992889487464 [0.567493,0.673152,0.675325,0.550725]
f_measure
0.6492366177240126 [0.621849,0.72549,0.5,0.588235]
f_measure
0.6319722503086473 [0.594595,0.707031,0.513514,0.588235]
f_measure
0.6178315012512642 [0.608,0.687243,0.581395,0.482759]
f_measure
0.6192220865506093 [0.592391,0.691057,0.632911,0.503311]
f_measure
0.6212807573323913 [0.612565,0.678862,0.730159,0.457516]
f_measure
0.6477340008119472 [0.648794,0.712598,0.5,0.539007]
f_measure
0.6155718822356966 [0.589812,0.70751,0.555556,0.47482]
kappa
0.39339207721984104
kappa
0.40669953640467343
kappa
0.42847270565399215
kappa
0.48401801100672637
kappa
0.45384395541583317
kappa
0.43799237802581836
kappa
0.4415109769456378
kappa
0.43407759789252925
kappa
0.4744266449173887
kappa
0.433799558851376
kb_relative_information_score
221.68784603278152
kb_relative_information_score
218.68842255344018
kb_relative_information_score
227.08522941092852
kb_relative_information_score
238.36835487749207
kb_relative_information_score
238.34061900204583
kb_relative_information_score
218.77468858140284
kb_relative_information_score
237.3423021690802
kb_relative_information_score
236.15442134571632
kb_relative_information_score
237.0067444553585
kb_relative_information_score
228.02872628340498
mean_absolute_error
0.2344730941643888
mean_absolute_error
0.2353708410679027
mean_absolute_error
0.2300925621534288
mean_absolute_error
0.2241268620351084
mean_absolute_error
0.22327626875321394
mean_absolute_error
0.23767298049644656
mean_absolute_error
0.2248121381133219
mean_absolute_error
0.2252627134296847
mean_absolute_error
0.22397708540948535
mean_absolute_error
0.2331294872108202
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
0.6133428777906632 [0.695652,0.576923,0.473684,0.540984]
precision
0.6236108904971738 [0.701987,0.575342,0.575,0.555556]
precision
0.6498417068761199 [0.72028,0.569079,0.590909,0.690909]
precision
0.6892602330959594 [0.810219,0.616667,0.461538,0.642857]
precision
0.66873343012169 [0.733333,0.599338,0.463415,0.754717]
precision
0.6433929403841284 [0.735484,0.605072,0.471698,0.564516]
precision
0.6459200022840352 [0.736486,0.602837,0.531915,0.558824]
precision
0.6406909640971605 [0.726708,0.590106,0.741935,0.5]
precision
0.6812626733548296 [0.796053,0.605351,0.485714,0.644068]
precision
0.642741164445655 [0.723684,0.602694,0.512821,0.578947]
predictive_accuracy
0.6007326007326007
predictive_accuracy
0.608058608058608
predictive_accuracy
0.6227106227106227
predictive_accuracy
0.6575091575091575
predictive_accuracy
0.641025641025641
predictive_accuracy
0.6245421245421245
predictive_accuracy
0.6275229357798165
predictive_accuracy
0.6275229357798165
predictive_accuracy
0.6550458715596331
predictive_accuracy
0.6275229357798165
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
0.6007326007326007 [0.506787,0.785714,0.545455,0.402439]
recall
0.608058608058608 [0.479638,0.8,0.69697,0.426829]
recall
0.6227106227106227 [0.468182,0.82381,0.787879,0.457831]
recall
0.6575091575091575 [0.504545,0.880952,0.545455,0.542169]
recall
0.6410256410256411 [0.5,0.861905,0.575758,0.481928]
recall
0.6245421245421245 [0.518182,0.795238,0.757576,0.421687]
recall
0.6275229357798165 [0.495455,0.809524,0.78125,0.457831]
recall
0.6275229357798165 [0.529412,0.799043,0.71875,0.421687]
recall
0.655045871559633 [0.547511,0.866029,0.515152,0.463415]
recall
0.6275229357798165 [0.497738,0.856459,0.606061,0.402439]
relative_absolute_error
0.7080711385775806
relative_absolute_error
0.7107821902417001
relative_absolute_error
0.6943576631085285
relative_absolute_error
0.6763547795985388
relative_absolute_error
0.6737879171239569
relative_absolute_error
0.7172333333030871
relative_absolute_error
0.6789434240949346
relative_absolute_error
0.6803414690949695
relative_absolute_error
0.6762876834422424
relative_absolute_error
0.7039229060403092
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
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root_mean_prior_squared_error
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root_mean_prior_squared_error
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root_mean_squared_error
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root_mean_squared_error
0.3575775433537172
root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
0.3416401225876981
root_mean_squared_error
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root_mean_squared_error
0.3493672052174844
root_relative_squared_error
0.8661656131894777
root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
0.8331077863202487
root_relative_squared_error
0.8461069335920507
root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
0.8321267546366797
root_relative_squared_error
0.858650107136029
total_cost
0
total_cost
0
total_cost
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total_cost
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total_cost
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total_cost
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total_cost
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total_cost
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total_cost
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total_cost
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usercpu_time_millis
9722.682559000532
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
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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
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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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usercpu_time_millis_training
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