8824818
1
Jan van Rijn
14
Supervised Classification
7707
sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,scaling=sklearn.preprocessing.data.StandardScaler,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1)
6799868
axis
0
7660
categorical_features
[]
7660
copy
true
7660
fill_empty
0
7660
missing_values
"NaN"
7660
strategy
"most_frequent"
7660
strategy_nominal
"most_frequent"
7660
verbose
0
7660
categorical_features
[]
7661
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
7661
handle_unknown
"ignore"
7661
n_values
"auto"
7661
sparse
true
7661
threshold
0.0
7662
copy
true
7663
with_mean
false
7663
with_std
true
7663
C
33.875128883337084
7708
cache_size
200
7708
class_weight
null
7708
coef0
-0.0905649858787041
7708
decision_function_shape
null
7708
degree
4
7708
gamma
0.6542735968169846
7708
kernel
"rbf"
7708
max_iter
-1
7708
probability
true
7708
random_state
17135
7708
shrinking
true
7708
tol
9.608582830402917e-05
7708
verbose
false
7708
openml-pimp
openml-python
Sklearn_0.18.1.
14
mfeat-fourier
https://www.openml.org/data/download/14/dataset_14_mfeat-fourier.arff
-1
18565470
description
https://api.openml.org/data/download/18565470/description.xml
-1
18565471
predictions
https://api.openml.org/data/download/18565471/predictions.arff
area_under_roc_curve
0.41908972222222224 [0.217758,0.411917,0.416022,0.483346,0.422585,0.491496,0.489136,0.433371,0.359857,0.46541]
average_cost
0
kappa
-0.029444444444444454
kb_relative_information_score
-0.0359139044258746
mean_absolute_error
0.18010904885966178
mean_prior_absolute_error
0.18000000000000554
number_of_instances
2000 [200,200,200,200,200,200,200,200,200,200]
predictive_accuracy
0.0735
prior_entropy
3.321928094887362
recall
0.0735 [0.73,0,0,0,0,0,0.005,0,0,0]
relative_absolute_error
1.0006058269980902
root_mean_prior_squared_error
0.3000000000000046
root_mean_squared_error
0.3001892806862494
root_relative_squared_error
1.0006309356208158
total_cost
0
area_under_roc_curve
0.24465277777777777 [0,0.093889,0.029306,0.703333,0.136667,0.479028,0.490417,0.203472,0,0.310417]
area_under_roc_curve
0.17374999999999996 [0.009444,0.083194,0.018333,0.504444,0.149028,0.482361,0.093472,0.05125,0.008611,0.337361]
area_under_roc_curve
0.33305555555555555 [0.021389,0.071389,0.017361,0.75,0.097639,0.527639,0.507778,0.871944,0.010139,0.455278]
area_under_roc_curve
0.13723611111111111 [0,0.149722,0.009028,0.521528,0.03875,0.099167,0.414722,0.034306,0.009028,0.096111]
area_under_roc_curve
0.11412500000000002 [0,0.25,0.014722,0.081667,0.072778,0.074028,0.305556,0.121944,0.000278,0.220278]
area_under_roc_curve
0.18231944444444445 [0,0.0725,0.009028,0.318889,0.079167,0.499722,0.415417,0.050972,0,0.3775]
area_under_roc_curve
0.18661111111111114 [0.011528,0.118194,0.066944,0.252917,0.13125,0.450972,0.495694,0.110694,0.010833,0.217083]
area_under_roc_curve
0.15530555555555556 [0,0.085972,0.017222,0.239444,0.175833,0.455556,0.220278,0.062083,0.055972,0.240694]
area_under_roc_curve
0.1554861111111111 [0,0.113333,0,0.095694,0.119722,0.444444,0.653611,0.040139,0.011111,0.076806]
area_under_roc_curve
0.24223611111111112 [0.010972,0.040417,0.053333,0.575833,0.187361,0.438889,0.674167,0.108333,0.046389,0.286667]
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
-0.016666666666666666
kappa
-0.022222222222222227
kappa
-0.016666666666666666
kappa
-0.03333333333333333
kappa
-0.016666666666666666
kappa
-0.027777777777777787
kappa
-0.05
kappa
-0.04444444444444445
kappa
-0.027777777777777787
kappa
-0.03888888888888889
kb_relative_information_score
0.06801387996828129
kb_relative_information_score
-0.03720576689411747
kb_relative_information_score
0.04409913185600592
kb_relative_information_score
-0.09475732054339492
kb_relative_information_score
-0.04768363111493227
kb_relative_information_score
0.0349461350208684
kb_relative_information_score
-0.004580093154974379
kb_relative_information_score
-0.0030881333271326615
kb_relative_information_score
-0.021440195624511868
kb_relative_information_score
0.025782089388033284
mean_absolute_error
0.18000476216596048
mean_absolute_error
0.1801700342311232
mean_absolute_error
0.1800047558260479
mean_absolute_error
0.18030080552127195
mean_absolute_error
0.1802068223782242
mean_absolute_error
0.18001486827010865
mean_absolute_error
0.1801206259024246
mean_absolute_error
0.18010660975353904
mean_absolute_error
0.18012756067658997
mean_absolute_error
0.1800336438713224
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
predictive_accuracy
0.085
predictive_accuracy
0.08
predictive_accuracy
0.085
predictive_accuracy
0.07
predictive_accuracy
0.085
predictive_accuracy
0.075
predictive_accuracy
0.055
predictive_accuracy
0.06
predictive_accuracy
0.075
predictive_accuracy
0.065
prior_entropy
3.321928094887362
prior_entropy
3.321928094887362
prior_entropy
3.321928094887362
prior_entropy
3.321928094887362
prior_entropy
3.321928094887362
prior_entropy
3.321928094887362
prior_entropy
3.321928094887362
prior_entropy
3.321928094887362
prior_entropy
3.321928094887362
prior_entropy
3.321928094887362
recall
0.085 [0.8,0,0,0,0,0,0.05,0,0,0]
recall
0.08 [0.8,0,0,0,0,0,0,0,0,0]
recall
0.085 [0.85,0,0,0,0,0,0,0,0,0]
recall
0.07 [0.7,0,0,0,0,0,0,0,0,0]
recall
0.085 [0.85,0,0,0,0,0,0,0,0,0]
recall
0.075 [0.75,0,0,0,0,0,0,0,0,0]
recall
0.055 [0.55,0,0,0,0,0,0,0,0,0]
recall
0.06 [0.6,0,0,0,0,0,0,0,0,0]
recall
0.075 [0.75,0,0,0,0,0,0,0,0,0]
recall
0.065 [0.65,0,0,0,0,0,0,0,0,0]
relative_absolute_error
1.0000264564775594
relative_absolute_error
1.0009446346173523
relative_absolute_error
1.000026421255823
relative_absolute_error
1.0016711417848452
relative_absolute_error
1.0011490132123577
relative_absolute_error
1.0000826015006048
relative_absolute_error
1.0006701439023602
relative_absolute_error
1.0005922764085513
relative_absolute_error
1.000708670425501
relative_absolute_error
1.0001869103962369
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_squared_error
0.30000826526797647
root_mean_squared_error
0.3002950632771373
root_mean_squared_error
0.30000796530241935
root_mean_squared_error
0.3005252296233268
root_mean_squared_error
0.30036073331570806
root_mean_squared_error
0.30002486516285426
root_mean_squared_error
0.30020858923053395
root_mean_squared_error
0.3001842849102638
root_mean_squared_error
0.3002208125298374
root_mean_squared_error
0.3000565566382741
root_relative_squared_error
1.0000275508932555
root_relative_squared_error
1.0009835442571249
root_relative_squared_error
1.000026551008065
root_relative_squared_error
1.0017507654110898
root_relative_squared_error
1.0012024443856942
root_relative_squared_error
1.0000828838761815
root_relative_squared_error
1.0006952974351138
root_relative_squared_error
1.0006142830342133
root_relative_squared_error
1.0007360417661253
root_relative_squared_error
1.0001885221275808
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
11138.821320000034
usercpu_time_millis
10694.853877000012
usercpu_time_millis
10648.703705000002
usercpu_time_millis
11107.459491999976
usercpu_time_millis
10816.998015000023
usercpu_time_millis
11063.033385999974
usercpu_time_millis
11361.277808999943
usercpu_time_millis
11091.18503100001
usercpu_time_millis
10810.078789999978
usercpu_time_millis
10809.385213999974
usercpu_time_millis_testing
81.177877000016
usercpu_time_millis_testing
76.40675499999361
usercpu_time_millis_testing
81.09971400000404
usercpu_time_millis_testing
82.21783800001958
usercpu_time_millis_testing
82.17212600004586
usercpu_time_millis_testing
81.29440499999419
usercpu_time_millis_testing
81.5633429999707
usercpu_time_millis_testing
81.18260800000598
usercpu_time_millis_testing
81.57861699999103
usercpu_time_millis_testing
81.12879800000883
usercpu_time_millis_training
11057.643443000017
usercpu_time_millis_training
10618.44712200002
usercpu_time_millis_training
10567.603990999998
usercpu_time_millis_training
11025.241653999956
usercpu_time_millis_training
10734.825888999978
usercpu_time_millis_training
10981.738980999979
usercpu_time_millis_training
11279.714465999972
usercpu_time_millis_training
11010.002423000004
usercpu_time_millis_training
10728.500172999986
usercpu_time_millis_training
10728.256415999966