6132805
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)
4166144
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
30780.338817204527
6953
cache_size
200
6953
class_weight
null
6953
coef0
-0.6912209876323718
6953
decision_function_shape
null
6953
degree
3
6953
gamma
0.43704473172809494
6953
kernel
"sigmoid"
6953
max_iter
-1
6953
probability
true
6953
random_state
14159
6953
shrinking
false
6953
tol
0.0018715902903442387
6953
verbose
false
6953
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
13196536
description
https://api.openml.org/data/download/13196536/description.xml
-1
13196537
predictions
https://api.openml.org/data/download/13196537/predictions.arff
area_under_roc_curve
0.690030721243607 [0.690031,0.690031]
average_cost
0
kappa
0
kb_relative_information_score
-2727.8019289582944
mean_absolute_error
0.2788065664510134
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
predictive_accuracy
0.8458623825401637
prior_entropy
0.6203559250859288
recall
0.8458623825401637 [1,0]
relative_absolute_error
1.0689168453247615
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.3568032596472395
root_relative_squared_error
0.9881539670402292
total_cost
0
area_under_roc_curve
0.6700703165128677 [0.67007,0.67007]
area_under_roc_curve
0.6949451823740249 [0.694945,0.694945]
area_under_roc_curve
0.7026846580926277 [0.702685,0.702685]
area_under_roc_curve
0.6989423009347108 [0.698942,0.698942]
area_under_roc_curve
0.6871881369035069 [0.687188,0.687188]
area_under_roc_curve
0.6818469323213157 [0.681847,0.681847]
area_under_roc_curve
0.7059438470728794 [0.705944,0.705944]
area_under_roc_curve
0.6978090519361867 [0.697809,0.697809]
area_under_roc_curve
0.6867880336420739 [0.686788,0.686788]
area_under_roc_curve
0.7184516838780652 [0.718452,0.718452]
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
-293.3796842406157
kb_relative_information_score
-246.8760049983369
kb_relative_information_score
-257.05352534608556
kb_relative_information_score
-241.26539088640163
kb_relative_information_score
-293.5815200073384
kb_relative_information_score
-334.1525320706994
kb_relative_information_score
-258.0027226409201
kb_relative_information_score
-276.6779087778458
kb_relative_information_score
-289.466388728797
kb_relative_information_score
-237.3462512612466
mean_absolute_error
0.28182664150636905
mean_absolute_error
0.2739669634416484
mean_absolute_error
0.274828340072186
mean_absolute_error
0.2726379447251771
mean_absolute_error
0.28470594901685076
mean_absolute_error
0.291843378851044
mean_absolute_error
0.27622118674084806
mean_absolute_error
0.27925896231477004
mean_absolute_error
0.2811524732991908
mean_absolute_error
0.2716164848833652
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]
predictive_accuracy
0.846969696969697
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8454545454545455
predictive_accuracy
0.8454545454545455
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
0.8454545454545455 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8454545454545455 [1,0]
recall
0.8467374810318664 [1,0]
recall
0.8467374810318664 [1,0]
relative_absolute_error
1.083676879077562
relative_absolute_error
1.049227799304927
relative_absolute_error
1.0525266653254066
relative_absolute_error
1.044137976190487
relative_absolute_error
1.0903555398919296
relative_absolute_error
1.1176901852942354
relative_absolute_error
1.0578609341969918
relative_absolute_error
1.069494886481488
relative_absolute_error
1.080417455834641
relative_absolute_error
1.043772399071683
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
0.36027560924032
root_mean_squared_error
0.3542917364658726
root_mean_squared_error
0.35419174848734597
root_mean_squared_error
0.3549564223536862
root_mean_squared_error
0.3588052413792676
root_mean_squared_error
0.36215435950758224
root_mean_squared_error
0.35533962587699314
root_mean_squared_error
0.35832730121593376
root_mean_squared_error
0.35748044857685235
root_mean_squared_error
0.35208004516524344
root_relative_squared_error
1.0007134674048481
root_relative_squared_error
0.9801388877738328
root_relative_squared_error
0.9798622736279841
root_relative_squared_error
0.9819777240201967
root_relative_squared_error
0.9926253818984365
root_relative_squared_error
1.0018906302219057
root_relative_squared_error
0.9830378466154106
root_relative_squared_error
0.9913031728489529
root_relative_squared_error
0.9923350146565479
root_relative_squared_error
0.9773439587262314
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
17226.642945000094
usercpu_time_millis
16739.59177200004
usercpu_time_millis
17430.836502000147
usercpu_time_millis
17124.241527999857
usercpu_time_millis
17499.058550999962
usercpu_time_millis
17135.53808200004
usercpu_time_millis
16727.43236999986
usercpu_time_millis
16841.917075999845
usercpu_time_millis
16684.558165
usercpu_time_millis
16746.096127000328
usercpu_time_millis_testing
638.987231000101
usercpu_time_millis_testing
595.9426740000708
usercpu_time_millis_testing
597.1210450002218
usercpu_time_millis_testing
595.4231040000195
usercpu_time_millis_testing
600.6449470000916
usercpu_time_millis_testing
594.8060139999143
usercpu_time_millis_testing
596.3299270001698
usercpu_time_millis_testing
595.9029509999709
usercpu_time_millis_testing
595.4739320000044
usercpu_time_millis_testing
593.2029070004319
usercpu_time_millis_training
16587.655713999993
usercpu_time_millis_training
16143.649097999969
usercpu_time_millis_training
16833.715456999926
usercpu_time_millis_training
16528.818423999837
usercpu_time_millis_training
16898.41360399987
usercpu_time_millis_training
16540.732068000125
usercpu_time_millis_training
16131.10244299969
usercpu_time_millis_training
16246.014124999874
usercpu_time_millis_training
16089.084232999994
usercpu_time_millis_training
16152.893219999896