6061562
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)
4096096
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
0.24230135358120292
6953
cache_size
200
6953
class_weight
null
6953
coef0
0.0
6953
decision_function_shape
null
6953
degree
3
6953
gamma
0.09893686176963801
6953
kernel
"rbf"
6953
max_iter
-1
6953
probability
true
6953
random_state
9190
6953
shrinking
false
6953
tol
2.093112703480858e-05
6953
verbose
false
6953
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
13046528
description
https://api.openml.org/data/download/13046528/description.xml
-1
13046529
predictions
https://api.openml.org/data/download/13046529/predictions.arff
area_under_roc_curve
0.74689594224822 [0.746896,0.746896]
average_cost
0
f_measure
0.8773312871450153 [0.943693,0.513158]
kappa
0.471342724428035
kb_relative_information_score
2069.070949161274
mean_absolute_error
0.18671932899375432
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.909821618893589 [0.893389,1]
predictive_accuracy
0.8990603213094878
prior_entropy
0.6203559250859288
recall
0.8990603213094878 [1,0.345133]
relative_absolute_error
0.7158634699668301
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.29544370182889235
root_relative_squared_error
0.8182208489011746
total_cost
0
area_under_roc_curve
0.769921535981863 [0.769922,0.769922]
area_under_roc_curve
0.7503953194180898 [0.750395,0.750395]
area_under_roc_curve
0.7230655703141472 [0.723066,0.723066]
area_under_roc_curve
0.7680792747206411 [0.768079,0.768079]
area_under_roc_curve
0.7747909199522103 [0.774791,0.774791]
area_under_roc_curve
0.7581699346405228 [0.75817,0.75817]
area_under_roc_curve
0.7545681354979268 [0.754568,0.754568]
area_under_roc_curve
0.7816079836952702 [0.781608,0.781608]
area_under_roc_curve
0.7570087653926683 [0.757009,0.757009]
area_under_roc_curve
0.7505145675857907 [0.750515,0.750515]
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
0.8737813309658972 [0.942664,0.492537]
f_measure
0.8569077808723993 [0.937028,0.418605]
f_measure
0.8669277160120951 [0.940185,0.466165]
f_measure
0.8857708151844907 [0.946565,0.553191]
f_measure
0.8880247995147922 [0.947368,0.56338]
f_measure
0.878878834694328 [0.944162,0.521739]
f_measure
0.8857708151844907 [0.946565,0.553191]
f_measure
0.883495487563284 [0.945763,0.542857]
f_measure
0.8759808332120693 [0.943364,0.503704]
f_measure
0.8759808332120693 [0.943364,0.503704]
kappa
0.4511702986279258
kappa
0.378390596745027
kappa
0.4247200942840308
kappa
0.5114213197969543
kappa
0.5217391304347823
kappa
0.4797936371453138
kappa
0.5114213197969543
kappa
0.5009923447689255
kappa
0.4621849763085132
kappa
0.4621849763085132
kb_relative_information_score
208.97372050491708
kb_relative_information_score
176.6943475873985
kb_relative_information_score
186.7710826123232
kb_relative_information_score
224.4154047522811
kb_relative_information_score
221.4833492436466
kb_relative_information_score
210.89560723792553
kb_relative_information_score
215.37370781174997
kb_relative_information_score
221.50097832619417
kb_relative_information_score
205.37930236986008
kb_relative_information_score
197.58344871502248
mean_absolute_error
0.18334902401483572
mean_absolute_error
0.19499029852163985
mean_absolute_error
0.191093134791959
mean_absolute_error
0.18118761080284654
mean_absolute_error
0.1846870081738274
mean_absolute_error
0.18582506047518274
mean_absolute_error
0.18587553450975822
mean_absolute_error
0.18257150416751292
mean_absolute_error
0.1882099659720667
mean_absolute_error
0.1894104845572688
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
0.9081436373302402 [0.891547,1]
precision
0.8998276604911677 [0.881517,1]
precision
0.9045671339788985 [0.887122,1]
precision
0.9142292490118575 [0.898551,1]
precision
0.9154545454545455 [0.9,1]
precision
0.9105769230769232 [0.894231,1]
precision
0.9142292490118575 [0.898551,1]
precision
0.9130078924291142 [0.897106,1]
precision
0.9092297420333839 [0.8928,1]
precision
0.9092297420333839 [0.8928,1]
predictive_accuracy
0.896969696969697
predictive_accuracy
0.8863636363636364
predictive_accuracy
0.8924242424242425
predictive_accuracy
0.9045454545454545
predictive_accuracy
0.9060606060606061
predictive_accuracy
0.9
predictive_accuracy
0.9045454545454545
predictive_accuracy
0.903030303030303
predictive_accuracy
0.8983308042488619
predictive_accuracy
0.8983308042488619
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
0.896969696969697 [1,0.326733]
recall
0.8863636363636364 [1,0.264706]
recall
0.8924242424242425 [1,0.303922]
recall
0.9045454545454545 [1,0.382353]
recall
0.906060606060606 [1,0.392157]
recall
0.9 [1,0.352941]
recall
0.9045454545454545 [1,0.382353]
recall
0.9030303030303031 [1,0.372549]
recall
0.8983308042488619 [1,0.336634]
recall
0.8983308042488619 [1,0.336634]
relative_absolute_error
0.7050117656169985
relative_absolute_error
0.7467661035971804
relative_absolute_error
0.731840900673964
relative_absolute_error
0.6939051181785235
relative_absolute_error
0.7073069712936702
relative_absolute_error
0.71166543881342
relative_absolute_error
0.7118587422670717
relative_absolute_error
0.6992050980419383
relative_absolute_error
0.7232564245731283
relative_absolute_error
0.7278697975955523
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
0.29603005915052116
root_mean_squared_error
0.3104328758542062
root_mean_squared_error
0.30552976997581677
root_mean_squared_error
0.28850984032923266
root_mean_squared_error
0.28789530798462104
root_mean_squared_error
0.29398425756480157
root_mean_squared_error
0.29049573473169066
root_mean_squared_error
0.2895076610562308
root_mean_squared_error
0.293737526335785
root_mean_squared_error
0.29746718376386405
root_relative_squared_error
0.8222628991544474
root_relative_squared_error
0.8588044889313494
root_relative_squared_error
0.8452401738552485
root_relative_squared_error
0.7981549805052797
root_relative_squared_error
0.7964548927336681
root_relative_squared_error
0.8132998136137348
root_relative_squared_error
0.8036489057948664
root_relative_squared_error
0.8009154256325453
root_relative_squared_error
0.8153901385712697
root_relative_squared_error
0.8257433471825124
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
59470.729716999995
usercpu_time_millis
59278.32248500002
usercpu_time_millis
58254.95186699998
usercpu_time_millis
57883.084368
usercpu_time_millis
59363.238567
usercpu_time_millis
59692.50618899997
usercpu_time_millis
58369.469146000025
usercpu_time_millis
59394.50366400001
usercpu_time_millis
59301.44263300002
usercpu_time_millis
58541.33318399988
usercpu_time_millis_testing
2249.5649530000037
usercpu_time_millis_testing
2235.595597000014
usercpu_time_millis_testing
2255.4700069999853
usercpu_time_millis_testing
2227.8998950000073
usercpu_time_millis_testing
2224.7688049999965
usercpu_time_millis_testing
2230.1867489999836
usercpu_time_millis_testing
2243.1131970000138
usercpu_time_millis_testing
2221.326648999991
usercpu_time_millis_testing
2233.4058769999956
usercpu_time_millis_testing
2265.5547959999467
usercpu_time_millis_training
57221.164763999994
usercpu_time_millis_training
57042.726888000005
usercpu_time_millis_training
55999.48186
usercpu_time_millis_training
55655.184472999994
usercpu_time_millis_training
57138.469762
usercpu_time_millis_training
57462.319439999985
usercpu_time_millis_training
56126.35594900001
usercpu_time_millis_training
57173.17701500002
usercpu_time_millis_training
57068.03675600002
usercpu_time_millis_training
56275.77838799993