6041634
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)
4076314
axis
0
6947
categorical_features
[0]
6947
copy
true
6947
fill_empty
0
6947
missing_values
"NaN"
6947
strategy
"mean"
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
460.08114352265716
6953
cache_size
200
6953
class_weight
null
6953
coef0
0.0
6953
decision_function_shape
null
6953
degree
3
6953
gamma
0.003176954170946772
6953
kernel
"rbf"
6953
max_iter
-1
6953
probability
true
6953
random_state
18597
6953
shrinking
true
6953
tol
4.901851749797835e-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
13006295
description
https://api.openml.org/data/download/13006295/description.xml
-1
13006296
predictions
https://api.openml.org/data/download/13006296/predictions.arff
area_under_roc_curve
0.7576023934274828 [0.757602,0.757602]
average_cost
0
f_measure
0.8899183140996365 [0.948102,0.570625]
kappa
0.5292178695923813
kb_relative_information_score
2634.872103806094
mean_absolute_error
0.158172513625697
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.9165339283378489 [0.901324,1]
predictive_accuracy
0.9073961806608062
prior_entropy
0.6203559250859288
recall
0.9073961806608063 [1,0.399213]
relative_absolute_error
0.6064177986696531
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.28543517623036446
root_relative_squared_error
0.7905025923914474
total_cost
0
area_under_roc_curve
0.7757664854141942 [0.775766,0.775766]
area_under_roc_curve
0.7570366856419987 [0.757037,0.757037]
area_under_roc_curve
0.7286791060510226 [0.728679,0.728679]
area_under_roc_curve
0.7722960151802657 [0.772296,0.772296]
area_under_roc_curve
0.7783575795909762 [0.778358,0.778358]
area_under_roc_curve
0.7657952069716776 [0.765795,0.765795]
area_under_roc_curve
0.7593910323986225 [0.759391,0.759391]
area_under_roc_curve
0.7859564972942582 [0.785956,0.785956]
area_under_roc_curve
0.7716384541679975 [0.771638,0.771638]
area_under_roc_curve
0.7623584939139075 [0.762358,0.762358]
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
0.8921999352186588 [0.949066,0.577465]
f_measure
0.8857708151844907 [0.946565,0.553191]
f_measure
0.8669277160120951 [0.940185,0.466165]
f_measure
0.8924706246134817 [0.94898,0.583333]
f_measure
0.896836607186424 [0.950596,0.60274]
f_measure
0.8880247995147922 [0.947368,0.56338]
f_measure
0.8902579154065985 [0.948173,0.573427]
f_measure
0.9032433702623238 [0.953032,0.630872]
f_measure
0.8898113478267854 [0.948173,0.567376]
f_measure
0.8920402972790134 [0.94898,0.577465]
kappa
0.5365060043540343
kappa
0.5114213197969543
kappa
0.4247200942840308
kappa
0.5420482930890922
kappa
0.5619335347432023
kappa
0.5217391304347823
kappa
0.5319475446428572
kappa
0.5909951325040561
kappa
0.5261731043505934
kappa
0.5364378165447382
kb_relative_information_score
267.5251044571241
kb_relative_information_score
255.2800623013827
kb_relative_information_score
224.6702486998309
kb_relative_information_score
270.98344656697134
kb_relative_information_score
282.07232234116674
kb_relative_information_score
263.36112473508786
kb_relative_information_score
261.51595327632566
kb_relative_information_score
288.09023634180835
kb_relative_information_score
260.48297447609775
kb_relative_information_score
260.89063061044277
mean_absolute_error
0.1554377405075839
mean_absolute_error
0.16129054613695099
mean_absolute_error
0.16905065630975774
mean_absolute_error
0.155816886376682
mean_absolute_error
0.15188722437170585
mean_absolute_error
0.15778308383405004
mean_absolute_error
0.16024042232402458
mean_absolute_error
0.15221296502368337
mean_absolute_error
0.15844399895463793
mean_absolute_error
0.1595641322723533
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
0.9179027757379938 [0.903069,1]
precision
0.9142292490118575 [0.898551,1]
precision
0.9045671339788985 [0.887122,1]
precision
0.9179170344218888 [0.902913,1]
precision
0.9203955135773317 [0.905844,1]
precision
0.9154545454545455 [0.9,1]
precision
0.9166838008518138 [0.901454,1]
precision
0.9241435562805873 [0.910277,1]
precision
0.9165573726285237 [0.901454,1]
precision
0.9177924775697217 [0.902913,1]
predictive_accuracy
0.9090909090909091
predictive_accuracy
0.9045454545454545
predictive_accuracy
0.8924242424242425
predictive_accuracy
0.9090909090909091
predictive_accuracy
0.9121212121212122
predictive_accuracy
0.9060606060606061
predictive_accuracy
0.9075757575757575
predictive_accuracy
0.9166666666666667
predictive_accuracy
0.9074355083459786
predictive_accuracy
0.9089529590288317
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
0.9090909090909091 [1,0.405941]
recall
0.9045454545454545 [1,0.382353]
recall
0.8924242424242425 [1,0.303922]
recall
0.9090909090909091 [1,0.411765]
recall
0.9121212121212121 [1,0.431373]
recall
0.906060606060606 [1,0.392157]
recall
0.9075757575757576 [1,0.401961]
recall
0.9166666666666666 [1,0.460784]
recall
0.9074355083459787 [1,0.39604]
recall
0.9089529590288316 [1,0.405941]
relative_absolute_error
0.5976875877446801
relative_absolute_error
0.6177041298923143
relative_absolute_error
0.6474234917332246
relative_absolute_error
0.596741325062621
relative_absolute_error
0.5816916615349546
relative_absolute_error
0.6042713900211013
relative_absolute_error
0.613682407406533
relative_absolute_error
0.5829391701510483
relative_absolute_error
0.6088712655949776
relative_absolute_error
0.6131757327587212
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
0.28248976709402496
root_mean_squared_error
0.2894582677931991
root_mean_squared_error
0.3055654209418143
root_mean_squared_error
0.28286306820682217
root_mean_squared_error
0.27868036189918
root_mean_squared_error
0.28707500173897893
root_mean_squared_error
0.2855345587357378
root_mean_squared_error
0.27251635712472394
root_mean_squared_error
0.28526738914610217
root_mean_squared_error
0.28375177378281274
root_relative_squared_error
0.7846529353767102
root_relative_squared_error
0.8007787804531392
root_relative_squared_error
0.8453388013268048
root_relative_squared_error
0.7825333320785323
root_relative_squared_error
0.770961983705715
root_relative_squared_error
0.7941855368089215
root_relative_squared_error
0.7899239412466406
root_relative_squared_error
0.7539094245799112
root_relative_squared_error
0.7918777653891043
root_relative_squared_error
0.7876705473447863
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
66597.71833600008
usercpu_time_millis
63017.09856599973
usercpu_time_millis
61750.32864200057
usercpu_time_millis
63295.35523700088
usercpu_time_millis
63323.09443499889
usercpu_time_millis
63378.74944899886
usercpu_time_millis
64864.6394540001
usercpu_time_millis
64480.49082800026
usercpu_time_millis
64040.44236399932
usercpu_time_millis
65316.37126899932
usercpu_time_millis_testing
2213.0455120004626
usercpu_time_millis_testing
2168.66469300021
usercpu_time_millis_testing
2172.1073220005565
usercpu_time_millis_testing
2200.3363330004504
usercpu_time_millis_testing
2203.0433229992923
usercpu_time_millis_testing
2204.977568999311
usercpu_time_millis_testing
2211.8181300002107
usercpu_time_millis_testing
2215.0455549999606
usercpu_time_millis_testing
2258.015945999432
usercpu_time_millis_testing
2191.967994999686
usercpu_time_millis_training
64384.67282399961
usercpu_time_millis_training
60848.43387299952
usercpu_time_millis_training
59578.22132000001
usercpu_time_millis_training
61095.018904000426
usercpu_time_millis_training
61120.0511119996
usercpu_time_millis_training
61173.77187999955
usercpu_time_millis_training
62652.82132399989
usercpu_time_millis_training
62265.445273000296
usercpu_time_millis_training
61782.426417999886
usercpu_time_millis_training
63124.40327399963