6144548
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)
4177887
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
0.31904866111839075
6953
cache_size
200
6953
class_weight
null
6953
coef0
0.0
6953
decision_function_shape
null
6953
degree
3
6953
gamma
1.5719989873219855
6953
kernel
"rbf"
6953
max_iter
-1
6953
probability
true
6953
random_state
3695
6953
shrinking
false
6953
tol
0.00032995813220296146
6953
verbose
false
6953
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
13219973
description
https://api.openml.org/data/download/13219973/description.xml
-1
13219974
predictions
https://api.openml.org/data/download/13219974/predictions.arff
area_under_roc_curve
0.5502592815171999 [0.550259,0.550259]
average_cost
0
f_measure
0.7770557491687684 [0.916872,0.009785]
kappa
0.00828904144461347
kb_relative_information_score
-2.4702529097691253
mean_absolute_error
0.25897079130138995
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.8701633958545965 [0.846504,1]
predictive_accuracy
0.8466201879357381
prior_entropy
0.6203559250859288
recall
0.8466201879357381 [1,0.004916]
relative_absolute_error
0.9928684420629531
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.35942468773912106
root_relative_squared_error
0.9954139191238072
total_cost
0
area_under_roc_curve
0.6390920845215112 [0.639092,0.639092]
area_under_roc_curve
0.6102150537634409 [0.610215,0.610215]
area_under_roc_curve
0.6499051233396584 [0.649905,0.649905]
area_under_roc_curve
0.6513282732447818 [0.651328,0.651328]
area_under_roc_curve
0.6288214210415349 [0.628821,0.628821]
area_under_roc_curve
0.6534629981024668 [0.653463,0.653463]
area_under_roc_curve
0.6413662239089184 [0.641366,0.641366]
area_under_roc_curve
0.664488017429194 [0.664488,0.664488]
area_under_roc_curve
0.6318889953511481 [0.631889,0.631889]
area_under_roc_curve
0.6451258029028709 [0.645126,0.645126]
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
0.7782903425363398 [0.917009,0.019417]
f_measure
0.7782903425363398 [0.917009,0.019417]
f_measure
0.7782903425363398 [0.917009,0.019417]
f_measure
0.7782903425363398 [0.917009,0.019417]
f_measure
0.7782903425363398 [0.917009,0.019417]
kappa
0
kappa
0.016466005665722448
kappa
0
kappa
0.016466005665722448
kappa
0
kappa
0.016466005665722448
kappa
0.016466005665722448
kappa
0.016466005665722448
kappa
0
kappa
0
kb_relative_information_score
-5.09870885015502
kb_relative_information_score
2.88615783922134
kb_relative_information_score
2.3241270838476784
kb_relative_information_score
4.175862962096217
kb_relative_information_score
-5.238339098105461
kb_relative_information_score
0.9654757918662772
kb_relative_information_score
0.6436654811641737
kb_relative_information_score
0.7127735443809304
kb_relative_information_score
-2.302855510170641
kb_relative_information_score
-1.5384121539143913
mean_absolute_error
0.25902071262829457
mean_absolute_error
0.2582358204629301
mean_absolute_error
0.25904784467556013
mean_absolute_error
0.2576282397512491
mean_absolute_error
0.26087180685845396
mean_absolute_error
0.2586252109664598
mean_absolute_error
0.25866201035878933
mean_absolute_error
0.2583977926041077
mean_absolute_error
0.25966874982017635
mean_absolute_error
0.2595516625086371
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
0.8704235066905781 [0.846737,1]
precision
0.8704235066905781 [0.846737,1]
precision
0.8704235066905781 [0.846737,1]
precision
0.8704235066905781 [0.846737,1]
precision
0.8704235066905781 [0.846737,1]
predictive_accuracy
0.846969696969697
predictive_accuracy
0.846969696969697
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.846969696969697
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.846969696969697
predictive_accuracy
0.846969696969697
predictive_accuracy
0.846969696969697
predictive_accuracy
0.8467374810318664
predictive_accuracy
0.8467374810318664
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
0.8469696969696969 [1,0]
recall
0.8469696969696969 [1,0.009804]
recall
0.8454545454545455 [1,0]
recall
0.8469696969696969 [1,0.009804]
recall
0.8454545454545455 [1,0]
recall
0.8469696969696969 [1,0.009804]
recall
0.8469696969696969 [1,0.009804]
recall
0.8469696969696969 [1,0.009804]
recall
0.8467374810318664 [1,0]
recall
0.8467374810318664 [1,0]
relative_absolute_error
0.9959837578773858
relative_absolute_error
0.9889812924970824
relative_absolute_error
0.992091150586894
relative_absolute_error
0.9866544040102049
relative_absolute_error
0.9990764885383464
relative_absolute_error
0.990472564787567
relative_absolute_error
0.9906134976392679
relative_absolute_error
0.9896016069726002
relative_absolute_error
0.9978594417055919
relative_absolute_error
0.9974094966143774
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
0.3594501642130193
root_mean_squared_error
0.3591903085393195
root_mean_squared_error
0.3593043414827736
root_mean_squared_error
0.35831644763184045
root_mean_squared_error
0.3610063291262208
root_mean_squared_error
0.3585428227296952
root_mean_squared_error
0.35929840123426754
root_mean_squared_error
0.3596655068272345
root_mean_squared_error
0.3599509550205012
root_mean_squared_error
0.35951566888976366
root_relative_squared_error
0.9984206839517469
root_relative_squared_error
0.9936906601963057
root_relative_squared_error
0.9940061293728708
root_relative_squared_error
0.9912731466904324
root_relative_squared_error
0.9987146339868751
root_relative_squared_error
0.9918994075195569
root_relative_squared_error
0.9939896958296504
root_relative_squared_error
0.9950052839186513
root_relative_squared_error
0.9991929283067271
root_relative_squared_error
0.9979846114025583
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
53902.926933000344
usercpu_time_millis
52873.931960000846
usercpu_time_millis
53449.08261599994
usercpu_time_millis
53059.85315599992
usercpu_time_millis
53621.85616499937
usercpu_time_millis
53416.70194700055
usercpu_time_millis
52972.77021199989
usercpu_time_millis
53676.091023999106
usercpu_time_millis
54281.86306799944
usercpu_time_millis
53786.411813000086
usercpu_time_millis_testing
2004.5888399999967
usercpu_time_millis_testing
2014.4040820005102
usercpu_time_millis_testing
2003.2588789999863
usercpu_time_millis_testing
2014.245702000153
usercpu_time_millis_testing
2017.2835650000707
usercpu_time_millis_testing
2008.6664250002286
usercpu_time_millis_testing
2029.3859840003279
usercpu_time_millis_testing
2040.2243059998
usercpu_time_millis_testing
2049.6442719995684
usercpu_time_millis_testing
2005.8351960005893
usercpu_time_millis_training
51898.33809300035
usercpu_time_millis_training
50859.527878000335
usercpu_time_millis_training
51445.823736999955
usercpu_time_millis_training
51045.607453999764
usercpu_time_millis_training
51604.5725999993
usercpu_time_millis_training
51408.03552200032
usercpu_time_millis_training
50943.38422799956
usercpu_time_millis_training
51635.866717999306
usercpu_time_millis_training
52232.21879599987
usercpu_time_millis_training
51780.5766169995