5967085
1
Jan van Rijn
3950
Supervised Classification
predictive_accuracy
6969
sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.ensemble.forest.RandomForestClassifier)(1)
4001819
bootstrap
false
6902
class_weight
null
6902
criterion
"entropy"
6902
max_depth
null
6902
max_features
0.14726341227430284
6902
max_leaf_nodes
null
6902
min_impurity_split
1e-07
6902
min_samples_leaf
1
6902
min_samples_split
16
6902
min_weight_fraction_leaf
0.0
6902
n_estimators
100
6902
n_jobs
1
6902
oob_score
false
6902
random_state
23375
6902
verbose
0
6902
warm_start
false
6902
axis
0
6947
categorical_features
[0]
6947
copy
true
6947
fill_empty
0
6947
missing_values
"NaN"
6947
strategy
"median"
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
false
6948
threshold
0.0
6949
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
12857552
description
https://api.openml.org/data/download/12857552/description.xml
-1
12857551
predictions
https://api.openml.org/data/download/12857551/predictions.arff
area_under_roc_curve
0.9999462638108613 [0.999946,0.999946]
average_cost
0
f_measure
0.9968062245635017 [0.998121,0.989588]
kappa
0.987710133059953
kb_relative_information_score
6094.326513436234
mean_absolute_error
0.024246260101253258
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.9968208092116215 [0.996606,0.998]
predictive_accuracy
0.9968172173385875
prior_entropy
0.6203559250859288
recall
0.9968172173385874 [0.999642,0.981318]
relative_absolute_error
0.0929577670578607
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.07091913847360826
root_relative_squared_error
0.19640803755844702
total_cost
0
area_under_roc_curve
0.9999645760640464 [0.999965,0.999965]
area_under_roc_curve
0.9995958957059525 [0.999596,0.999596]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9999648604961698 [0.999965,0.999965]
area_under_roc_curve
0.9999648604961698 [0.999965,0.999965]
area_under_roc_curve
0.9999121512404247 [0.999912,0.999912]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.999982256290145 [0.999982,0.999982]
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
0.9984879021615353 [0.999105,0.995074]
f_measure
0.992345964678636 [0.99554,0.974874]
f_measure
0.9984817948081617 [0.999105,0.995074]
f_measure
1 [1,1]
f_measure
0.9984817948081617 [0.999105,0.995074]
f_measure
0.9954267172545752 [0.997319,0.985075]
f_measure
0.9954267172545752 [0.997319,0.985075]
f_measure
0.9954453844244848 [0.997314,0.985222]
f_measure
0.9954194360886108 [0.997319,0.984925]
f_measure
0.9984794538169725 [0.999105,0.995025]
kappa
0.9941786621507199
kappa
0.9704173838209983
kappa
0.9941786621507199
kappa
1
kappa
0.9941786621507199
kappa
0.9823943661971832
kappa
0.9823943661971832
kappa
0.9825359864521593
kappa
0.9822443755893844
kappa
0.994129646620761
kb_relative_information_score
613.6598120327692
kb_relative_information_score
592.8372629961164
kb_relative_information_score
620.797971649439
kb_relative_information_score
622.2182579668814
kb_relative_information_score
619.404484136422
kb_relative_information_score
604.8126266542708
kb_relative_information_score
596.6029333049166
kb_relative_information_score
617.9842359003384
kb_relative_information_score
605.8936256071144
kb_relative_information_score
600.1153031881556
mean_absolute_error
0.022749493814267295
mean_absolute_error
0.029447295002968
mean_absolute_error
0.021323883355698327
mean_absolute_error
0.02089240780262944
mean_absolute_error
0.02123896120714177
mean_absolute_error
0.02698664126277957
mean_absolute_error
0.02804243546857963
mean_absolute_error
0.021162730493418883
mean_absolute_error
0.024756118523183643
mean_absolute_error
0.025865860534677508
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
0.9984997029114676 [1,0.990196]
precision
0.9924915226869045 [0.991119,1]
precision
0.9984875589526753 [0.998211,1]
precision
1 [1,1]
precision
0.9984875589526753 [0.998211,1]
precision
0.995478852698104 [0.994652,1]
precision
0.995478852698104 [0.994652,1]
precision
0.995444964890049 [0.996422,0.990099]
precision
0.9954719920800434 [0.994652,1]
precision
0.9984852638979752 [0.998211,1]
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9924242424242425
predictive_accuracy
0.9984848484848484
predictive_accuracy
1
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9954545454545455
predictive_accuracy
0.9954545454545455
predictive_accuracy
0.9954545454545455
predictive_accuracy
0.9954476479514416
predictive_accuracy
0.9984825493171472
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
0.9984848484848485 [0.998211,1]
recall
0.9924242424242424 [1,0.95098]
recall
0.9984848484848485 [1,0.990196]
recall
1 [1,1]
recall
0.9984848484848485 [1,0.990196]
recall
0.9954545454545455 [1,0.970588]
recall
0.9954545454545455 [1,0.970588]
recall
0.9954545454545455 [0.998208,0.980392]
recall
0.9954476479514416 [1,0.970297]
recall
0.9984825493171472 [1,0.990099]
relative_absolute_error
0.08747611767811649
relative_absolute_error
0.11277608125925648
relative_absolute_error
0.0816653618555714
relative_absolute_error
0.0800129139132604
relative_absolute_error
0.08134013038268537
relative_absolute_error
0.10335236726018068
relative_absolute_error
0.10739580599145836
relative_absolute_error
0.08104818502185011
relative_absolute_error
0.09513322887505213
relative_absolute_error
0.09939776415237515
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
0.06557543532395109
root_mean_squared_error
0.08977274606498598
root_mean_squared_error
0.06016821779809796
root_mean_squared_error
0.05890198322655471
root_mean_squared_error
0.06242976180198029
root_mean_squared_error
0.07544638740930128
root_mean_squared_error
0.07891566920334184
root_mean_squared_error
0.06439986259663177
root_mean_squared_error
0.07286457427540337
root_mean_squared_error
0.07465684620431896
root_relative_squared_error
0.18214450153310405
root_relative_squared_error
0.2483539705392303
root_relative_squared_error
0.1664538119354136
root_relative_squared_error
0.16295080687807512
root_relative_squared_error
0.17271031468856296
root_relative_squared_error
0.20872047138200572
root_relative_squared_error
0.21831814936598676
root_relative_squared_error
0.17816054737232204
root_relative_squared_error
0.20226579850556756
root_relative_squared_error
0.20724099140892607
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
7848.570006000045
usercpu_time_millis
7602.90230999999
usercpu_time_millis
7719.848389000049
usercpu_time_millis
7895.164413999964
usercpu_time_millis
7818.369577000112
usercpu_time_millis
7749.225459000058
usercpu_time_millis
7698.443880999889
usercpu_time_millis
7961.154783999973
usercpu_time_millis
8239.319501999944
usercpu_time_millis
8141.714704999913
usercpu_time_millis_testing
31.255098999963593
usercpu_time_millis_testing
28.67593999997098
usercpu_time_millis_testing
31.131375999962074
usercpu_time_millis_testing
33.07876600001691
usercpu_time_millis_testing
32.101726000064446
usercpu_time_millis_testing
31.50796900001751
usercpu_time_millis_testing
29.332730999954038
usercpu_time_millis_testing
29.18049599998085
usercpu_time_millis_testing
34.193250999919655
usercpu_time_millis_testing
28.752477000011822
usercpu_time_millis_training
7817.314907000082
usercpu_time_millis_training
7574.226370000019
usercpu_time_millis_training
7688.717013000087
usercpu_time_millis_training
7862.0856479999475
usercpu_time_millis_training
7786.267851000048
usercpu_time_millis_training
7717.717490000041
usercpu_time_millis_training
7669.111149999935
usercpu_time_millis_training
7931.974287999992
usercpu_time_millis_training
8205.126251000023
usercpu_time_millis_training
8112.962227999901