6040619
1
Jan van Rijn
3950
Supervised Classification
predictive_accuracy
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)
4075300
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
C
11.141257292065673
6953
cache_size
200
6953
class_weight
null
6953
coef0
0.0
6953
decision_function_shape
null
6953
degree
3
6953
gamma
0.001966383522835118
6953
kernel
"rbf"
6953
max_iter
-1
6953
probability
true
6953
random_state
15299
6953
shrinking
true
6953
tol
0.01318144491320426
6953
verbose
false
6953
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
13004277
description
https://api.openml.org/data/download/13004277/description.xml
-1
13004278
predictions
https://api.openml.org/data/download/13004278/predictions.arff
area_under_roc_curve
0.7596702676960758 [0.75967,0.75967]
average_cost
0
f_measure
0.8899183140996365 [0.948102,0.570625]
kappa
0.5292178695923813
kb_relative_information_score
2627.979862996462
mean_absolute_error
0.1585399897557142
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.9165339283378489 [0.901324,1]
predictive_accuracy
0.9073961806608062
prior_entropy
0.6203559250859288
recall
0.9073961806608063 [1,0.399213]
relative_absolute_error
0.6078266658661117
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.28534786739241425
root_relative_squared_error
0.7902607936627488
total_cost
0
area_under_roc_curve
0.7778919215714057 [0.777892,0.777892]
area_under_roc_curve
0.7575901328273245 [0.75759,0.75759]
area_under_roc_curve
0.7317977370159533 [0.731798,0.731798]
area_under_roc_curve
0.7728231077377188 [0.772823,0.772823]
area_under_roc_curve
0.7793766252020522 [0.779377,0.779377]
area_under_roc_curve
0.7674291938997821 [0.767429,0.767429]
area_under_roc_curve
0.7609986646988545 [0.760999,0.760999]
area_under_roc_curve
0.7878891700049195 [0.787889,0.787889]
area_under_roc_curve
0.7727030767592888 [0.772703,0.772703]
area_under_roc_curve
0.7660225699989354 [0.766023,0.766023]
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
0.8921999352186588 [0.949066,0.577465]
f_measure
0.8857708151844907 [0.946565,0.553191]
f_measure
0.8669277160120951 [0.940185,0.466165]
f_measure
0.8924706246134817 [0.94898,0.583333]
f_measure
0.896836607186424 [0.950596,0.60274]
f_measure
0.8880247995147922 [0.947368,0.56338]
f_measure
0.8902579154065985 [0.948173,0.573427]
f_measure
0.9032433702623238 [0.953032,0.630872]
f_measure
0.8898113478267854 [0.948173,0.567376]
f_measure
0.8920402972790134 [0.94898,0.577465]
kappa
0.5365060043540343
kappa
0.5114213197969543
kappa
0.4247200942840308
kappa
0.5420482930890922
kappa
0.5619335347432023
kappa
0.5217391304347823
kappa
0.5319475446428572
kappa
0.5909951325040561
kappa
0.5261731043505934
kappa
0.5364378165447382
kb_relative_information_score
267.81410073876594
kb_relative_information_score
251.91924816453994
kb_relative_information_score
223.27356945952565
kb_relative_information_score
270.8541957099761
kb_relative_information_score
280.2791309057193
kb_relative_information_score
262.501546189149
kb_relative_information_score
260.43013202812983
kb_relative_information_score
287.8671471475725
kb_relative_information_score
261.00875571695303
kb_relative_information_score
262.03203693602563
mean_absolute_error
0.15525254020966592
mean_absolute_error
0.16322391564523828
mean_absolute_error
0.1698450540588983
mean_absolute_error
0.1558654684344484
mean_absolute_error
0.15289404970650333
mean_absolute_error
0.158222318548208
mean_absolute_error
0.16082338596240098
mean_absolute_error
0.15229486513861526
mean_absolute_error
0.15809264023625438
mean_absolute_error
0.1588855053230614
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
0.9179027757379938 [0.903069,1]
precision
0.9142292490118575 [0.898551,1]
precision
0.9045671339788985 [0.887122,1]
precision
0.9179170344218888 [0.902913,1]
precision
0.9203955135773317 [0.905844,1]
precision
0.9154545454545455 [0.9,1]
precision
0.9166838008518138 [0.901454,1]
precision
0.9241435562805873 [0.910277,1]
precision
0.9165573726285237 [0.901454,1]
precision
0.9177924775697217 [0.902913,1]
predictive_accuracy
0.9090909090909091
predictive_accuracy
0.9045454545454545
predictive_accuracy
0.8924242424242425
predictive_accuracy
0.9090909090909091
predictive_accuracy
0.9121212121212122
predictive_accuracy
0.9060606060606061
predictive_accuracy
0.9075757575757575
predictive_accuracy
0.9166666666666667
predictive_accuracy
0.9074355083459786
predictive_accuracy
0.9089529590288317
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
0.9090909090909091 [1,0.405941]
recall
0.9045454545454545 [1,0.382353]
recall
0.8924242424242425 [1,0.303922]
recall
0.9090909090909091 [1,0.411765]
recall
0.9121212121212121 [1,0.431373]
recall
0.906060606060606 [1,0.392157]
recall
0.9075757575757576 [1,0.401961]
recall
0.9166666666666666 [1,0.460784]
recall
0.9074355083459787 [1,0.39604]
recall
0.9089529590288316 [1,0.405941]
relative_absolute_error
0.5969754574798504
relative_absolute_error
0.6251084716747699
relative_absolute_error
0.650465844692986
relative_absolute_error
0.596927382698606
relative_absolute_error
0.5855475612282729
relative_absolute_error
0.6059535536904901
relative_absolute_error
0.615915018403438
relative_absolute_error
0.5832528279595421
relative_absolute_error
0.6075210583990505
relative_absolute_error
0.6105678936975489
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
0.2824639279516661
root_mean_squared_error
0.2893231640353177
root_mean_squared_error
0.30539269576202505
root_mean_squared_error
0.28282519265134504
root_mean_squared_error
0.2785976574293035
root_mean_squared_error
0.2869531011325848
root_mean_squared_error
0.285431477200667
root_mean_squared_error
0.2724765368735921
root_mean_squared_error
0.28513856234561585
root_mean_squared_error
0.28373685721857445
root_relative_squared_error
0.7845811637188973
root_relative_squared_error
0.8004050194156822
root_relative_squared_error
0.8448609616026894
root_relative_squared_error
0.7824285503379547
root_relative_squared_error
0.7707331839376841
root_relative_squared_error
0.7938483019471606
root_relative_squared_error
0.7896387688569537
root_relative_squared_error
0.7537992628893097
root_relative_squared_error
0.7915201532582656
root_relative_squared_error
0.7876291402439196
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
52840.364166999956
usercpu_time_millis
51806.390227
usercpu_time_millis
52300.44695399994
usercpu_time_millis
53731.523767
usercpu_time_millis
52391.21152699999
usercpu_time_millis
53213.110456000155
usercpu_time_millis
51118.9068220001
usercpu_time_millis
52464.34964500008
usercpu_time_millis
51892.32935199982
usercpu_time_millis
53475.78504399997
usercpu_time_millis_testing
1873.8298789999703
usercpu_time_millis_testing
1794.5696219999832
usercpu_time_millis_testing
1811.1389189999727
usercpu_time_millis_testing
1804.0783220000094
usercpu_time_millis_testing
1802.1863069999995
usercpu_time_millis_testing
1807.016279000095
usercpu_time_millis_testing
1800.5583420000448
usercpu_time_millis_testing
1815.4977359999975
usercpu_time_millis_testing
1801.081733999922
usercpu_time_millis_testing
1797.2636100000727
usercpu_time_millis_training
50966.53428799999
usercpu_time_millis_training
50011.82060500002
usercpu_time_millis_training
50489.308034999965
usercpu_time_millis_training
51927.44544499999
usercpu_time_millis_training
50589.025219999996
usercpu_time_millis_training
51406.09417700006
usercpu_time_millis_training
49318.34848000005
usercpu_time_millis_training
50648.851909000085
usercpu_time_millis_training
50091.2476179999
usercpu_time_millis_training
51678.52143399989