6276516
1
Jan van Rijn
9967
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)
4309515
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
1.9023269293233627
6953
cache_size
200
6953
class_weight
null
6953
coef0
-0.28804939158867504
6953
decision_function_shape
null
6953
degree
3
6953
gamma
0.007879615002678378
6953
kernel
"sigmoid"
6953
max_iter
-1
6953
probability
true
6953
random_state
22819
6953
shrinking
false
6953
tol
0.00011633757125214271
6953
verbose
false
6953
openml-pimp
openml-python
Sklearn_0.18.1.
1504
steel-plates-fault
https://www.openml.org/data/download/1592296/php9xWOpn
-1
13483073
description
https://api.openml.org/data/download/13483073/description.xml
-1
13483074
predictions
https://api.openml.org/data/download/13483074/predictions.arff
area_under_roc_curve
0.4978080865843884 [0.497808,0.497808]
average_cost
0
kappa
0
kb_relative_information_score
-6.095392491178725
mean_absolute_error
0.4537695697030942
mean_prior_absolute_error
0.45306405137877787
number_of_instances
1941 [1268,673]
predictive_accuracy
0.6532715095311695
prior_entropy
0.9312564359502772
recall
0.6532715095311695 [1,0]
relative_absolute_error
1.0015572154139558
root_mean_prior_squared_error
0.47592842871248736
root_mean_squared_error
0.47593580861893736
root_relative_squared_error
1.0000155063366776
total_cost
0
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
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
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
-0.5483389861721047
kb_relative_information_score
-0.6522950369964862
kb_relative_information_score
-0.6522950369964862
kb_relative_information_score
-0.6522950369964862
kb_relative_information_score
-0.6522950369964862
kb_relative_information_score
-0.6522950369964862
kb_relative_information_score
-0.6522950369964862
kb_relative_information_score
-0.6522950369964862
kb_relative_information_score
-0.4904941230155319
kb_relative_information_score
-0.4904941230155319
mean_absolute_error
0.4543048165011142
mean_absolute_error
0.4534007596999993
mean_absolute_error
0.4534007596999993
mean_absolute_error
0.4534007596999993
mean_absolute_error
0.4534007596999993
mean_absolute_error
0.4534007596999993
mean_absolute_error
0.4534007596999993
mean_absolute_error
0.4534007596999993
mean_absolute_error
0.4547914018128859
mean_absolute_error
0.4547914018128859
mean_prior_absolute_error
0.4536732781714767
mean_prior_absolute_error
0.4526452345453676
mean_prior_absolute_error
0.4526452345453676
mean_prior_absolute_error
0.4526452345453676
mean_prior_absolute_error
0.4526452345453676
mean_prior_absolute_error
0.4526452345453676
mean_prior_absolute_error
0.4526452345453676
mean_prior_absolute_error
0.4526452345453676
mean_prior_absolute_error
0.45422372672718864
mean_prior_absolute_error
0.45422372672718864
number_of_instances
195 [127,68]
number_of_instances
194 [127,67]
number_of_instances
194 [127,67]
number_of_instances
194 [127,67]
number_of_instances
194 [127,67]
number_of_instances
194 [127,67]
number_of_instances
194 [127,67]
number_of_instances
194 [127,67]
number_of_instances
194 [126,68]
number_of_instances
194 [126,68]
predictive_accuracy
0.6512820512820512
predictive_accuracy
0.654639175257732
predictive_accuracy
0.654639175257732
predictive_accuracy
0.654639175257732
predictive_accuracy
0.654639175257732
predictive_accuracy
0.654639175257732
predictive_accuracy
0.654639175257732
predictive_accuracy
0.654639175257732
predictive_accuracy
0.6494845360824741
predictive_accuracy
0.6494845360824741
prior_entropy
0.9312564359502772
prior_entropy
0.9312564359502772
prior_entropy
0.9312564359502772
prior_entropy
0.9312564359502772
prior_entropy
0.9312564359502772
prior_entropy
0.9312564359502772
prior_entropy
0.9312564359502772
prior_entropy
0.9312564359502772
prior_entropy
0.9312564359502772
prior_entropy
0.9312564359502772
recall
0.6512820512820513 [1,0]
recall
0.654639175257732 [1,0]
recall
0.654639175257732 [1,0]
recall
0.654639175257732 [1,0]
recall
0.654639175257732 [1,0]
recall
0.654639175257732 [1,0]
recall
0.654639175257732 [1,0]
recall
0.654639175257732 [1,0]
recall
0.6494845360824743 [1,0]
recall
0.6494845360824743 [1,0]
relative_absolute_error
1.0013920553844011
relative_absolute_error
1.0016691331245111
relative_absolute_error
1.0016691331245111
relative_absolute_error
1.0016691331245111
relative_absolute_error
1.0016691331245111
relative_absolute_error
1.0016691331245111
relative_absolute_error
1.0016691331245111
relative_absolute_error
1.0016691331245111
relative_absolute_error
1.0012497697770821
relative_absolute_error
1.0012497697770821
root_mean_prior_squared_error
0.4765680392655914
root_mean_prior_squared_error
0.47548822532565527
root_mean_prior_squared_error
0.47548822532565527
root_mean_prior_squared_error
0.47548822532565527
root_mean_prior_squared_error
0.47548822532565527
root_mean_prior_squared_error
0.47548822532565527
root_mean_prior_squared_error
0.47548822532565527
root_mean_prior_squared_error
0.47548822532565527
root_mean_prior_squared_error
0.4771452028525092
root_mean_prior_squared_error
0.4771452028525092
root_mean_squared_error
0.47656458774220534
root_mean_squared_error
0.47550233739373887
root_mean_squared_error
0.47550233739373887
root_mean_squared_error
0.47550233739373887
root_mean_squared_error
0.47550233739373887
root_mean_squared_error
0.47550233739373887
root_mean_squared_error
0.47550233739373887
root_mean_squared_error
0.47550233739373887
root_mean_squared_error
0.4771345385330211
root_mean_squared_error
0.4771345385330211
root_relative_squared_error
0.9999927575433061
root_relative_squared_error
1.0000296791115573
root_relative_squared_error
1.0000296791115573
root_relative_squared_error
1.0000296791115573
root_relative_squared_error
1.0000296791115573
root_relative_squared_error
1.0000296791115573
root_relative_squared_error
1.0000296791115573
root_relative_squared_error
1.0000296791115573
root_relative_squared_error
0.9999776497396928
root_relative_squared_error
0.9999776497396928
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
1161.3787160022184
usercpu_time_millis
1026.2796429960872
usercpu_time_millis
994.0992109914077
usercpu_time_millis
992.856135002512
usercpu_time_millis
1032.2692679983447
usercpu_time_millis
986.426849005511
usercpu_time_millis
1001.8436540049152
usercpu_time_millis
987.9928570007905
usercpu_time_millis
1000.4609839961631
usercpu_time_millis
987.3856169942883
usercpu_time_millis_testing
16.384267000830732
usercpu_time_millis_testing
16.724638997402508
usercpu_time_millis_testing
16.89208799507469
usercpu_time_millis_testing
16.352963000827003
usercpu_time_millis_testing
16.311863000737503
usercpu_time_millis_testing
16.934224004216958
usercpu_time_millis_testing
16.283264005323872
usercpu_time_millis_testing
16.893369000172243
usercpu_time_millis_testing
16.282680997392163
usercpu_time_millis_testing
16.777418997662608
usercpu_time_millis_training
1144.9944490013877
usercpu_time_millis_training
1009.5550039986847
usercpu_time_millis_training
977.207122996333
usercpu_time_millis_training
976.503172001685
usercpu_time_millis_training
1015.9574049976072
usercpu_time_millis_training
969.4926250012941
usercpu_time_millis_training
985.5603899995913
usercpu_time_millis_training
971.0994880006183
usercpu_time_millis_training
984.178302998771
usercpu_time_millis_training
970.6081979966257