10327482
8323
Heinrich Peters
16
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8183148
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
copy
true
13294
with_mean
true
13294
with_std
true
13294
C
0.3748180931615759
13389
cache_size
200
13389
class_weight
null
13389
coef0
-0.559388501993443
13389
decision_function_shape
"ovr"
13389
degree
2
13389
gamma
0.053799847156520725
13389
kernel
"poly"
13389
max_iter
-1
13389
probability
false
13389
random_state
6118
13389
shrinking
true
13389
tol
0.001
13389
verbose
false
13389
memory
null
16345
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}]
16345
verbose
false
16345
openml-python
Sklearn_0.21.2.
16
mfeat-karhunen
https://www.openml.org/data/download/16/dataset_16_mfeat-karhunen.arff
-1
21576650
description
https://api.openml.org/data/download/21576650/description.xml
-1
21576651
predictions
https://api.openml.org/data/download/21576651/predictions.arff
area_under_roc_curve
0.4497222222222223 [0.456944,0.450556,0.4525,0.458333,0.479167,0.466944,0.405833,0.448611,0.479722,0.398611]
average_cost
0
f_measure
0.0106575283856215 [0.005479,0.005155,0.005249,0,0.053333,0.011799,0,0,0.025559,0]
kappa
-0.10055555555555556
kb_relative_information_score
-0.03582279440034932
mean_absolute_error
0.19809999999999303
mean_prior_absolute_error
0.18000000000000554
number_of_instances
2000 [200,200,200,200,200,200,200,200,200,200]
precision
0.012383419331521513 [0.006061,0.005319,0.005525,0,0.057143,0.014388,0,0,0.035398,0]
predictive_accuracy
0.0095
prior_entropy
3.3219280948872383
recall
0.0095 [0.005,0.005,0.005,0,0.05,0.01,0,0,0.02,0]
relative_absolute_error
1.100555555555483
root_mean_prior_squared_error
0.3000000000000046
root_mean_squared_error
0.4450842616853499
root_relative_squared_error
1.4836142056178105
total_cost
0
area_under_roc_curve
0.4472222222222222 [0.441667,0.444444,0.441667,0.461111,0.469444,0.483333,0.4,0.458333,0.466667,0.405556]
area_under_roc_curve
0.4527777777777778 [0.447222,0.475,0.463889,0.463889,0.508333,0.455556,0.411111,0.441667,0.461111,0.4]
area_under_roc_curve
0.45 [0.472222,0.433333,0.472222,0.469444,0.463889,0.458333,0.413889,0.463889,0.458333,0.394444]
area_under_roc_curve
0.4472222222222222 [0.458333,0.438889,0.461111,0.461111,0.472222,0.458333,0.402778,0.438889,0.483333,0.397222]
area_under_roc_curve
0.4527777777777778 [0.461111,0.45,0.427778,0.452778,0.477778,0.472222,0.416667,0.427778,0.525,0.416667]
area_under_roc_curve
0.4444444444444444 [0.45,0.444444,0.458333,0.458333,0.45,0.461111,0.419444,0.461111,0.444444,0.397222]
area_under_roc_curve
0.45 [0.441667,0.452778,0.452778,0.458333,0.466667,0.488889,0.416667,0.461111,0.472222,0.388889]
area_under_roc_curve
0.4527777777777777 [0.488889,0.477778,0.433333,0.455556,0.491667,0.447222,0.386111,0.444444,0.513889,0.388889]
area_under_roc_curve
0.45 [0.45,0.430556,0.455556,0.472222,0.486111,0.477778,0.386111,0.444444,0.488889,0.408333]
area_under_roc_curve
0.45 [0.458333,0.458333,0.458333,0.430556,0.505556,0.466667,0.405556,0.444444,0.483333,0.388889]
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
0.005555555555555556 [0,0,0,0,0,0.055556,0,0,0,0]
f_measure
0.015939015939015935 [0,0.051282,0,0,0.108108,0,0,0,0,0]
f_measure
0.009651162790697675 [0,0,0.05,0,0.046512,0,0,0,0,0]
f_measure
0.005000000000000001 [0,0,0,0,0.05,0,0,0,0,0]
f_measure
0.018166383701188456 [0,0,0,0,0.052632,0,0,0,0.129032,0]
f_measure
0 [0,0,0,0,0,0,0,0,0,0]
f_measure
0.010644257703081233 [0,0,0,0,0.047619,0.058824,0,0,0,0]
f_measure
0.019942959001782536 [0.058824,0,0,0,0.060606,0,0,0,0.08,0]
f_measure
0.011596638655462186 [0,0,0,0,0.057143,0,0,0,0.058824,0]
f_measure
0.010526315789473686 [0,0,0,0,0.105263,0,0,0,0,0]
kappa
-0.10555555555555556
kappa
-0.09444444444444444
kappa
-0.1
kappa
-0.10555555555555556
kappa
-0.09444444444444444
kappa
-0.11111111111111112
kappa
-0.1
kappa
-0.09444444444444444
kappa
-0.1
kappa
-0.1
kb_relative_information_score
-0.04052870310787175
kb_relative_information_score
-0.03007112820226497
kb_relative_information_score
-0.03529991565506837
kb_relative_information_score
-0.04052870310787174
kb_relative_information_score
-0.03007112820226497
kb_relative_information_score
-0.045757490560675136
kb_relative_information_score
-0.03529991565506836
kb_relative_information_score
-0.03007112820226497
kb_relative_information_score
-0.035299915655068355
kb_relative_information_score
-0.035299915655068355
mean_absolute_error
0.19900000000000012
mean_absolute_error
0.1970000000000001
mean_absolute_error
0.19800000000000012
mean_absolute_error
0.19900000000000012
mean_absolute_error
0.1970000000000001
mean_absolute_error
0.20000000000000015
mean_absolute_error
0.19800000000000012
mean_absolute_error
0.1970000000000001
mean_absolute_error
0.19800000000000012
mean_absolute_error
0.19800000000000012
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]
precision
0.00625 [0,0,0,0,0,0.0625,0,0,0,0]
precision
0.017027863777089786 [0,0.052632,0,0,0.117647,0,0,0,0,0]
precision
0.009347826086956522 [0,0,0.05,0,0.043478,0,0,0,0,0]
precision
0.005 [0,0,0,0,0.05,0,0,0,0,0]
precision
0.023737373737373738 [0,0,0,0,0.055556,0,0,0,0.181818,0]
precision
0 [0,0,0,0,0,0,0,0,0,0]
precision
0.011688311688311687 [0,0,0,0,0.045455,0.071429,0,0,0,0]
precision
0.034835164835164835 [0.071429,0,0,0,0.076923,0,0,0,0.2,0]
precision
0.01380952380952381 [0,0,0,0,0.066667,0,0,0,0.071429,0]
precision
0.011111111111111112 [0,0,0,0,0.111111,0,0,0,0,0]
predictive_accuracy
0.005
predictive_accuracy
0.015
predictive_accuracy
0.01
predictive_accuracy
0.005
predictive_accuracy
0.015
predictive_accuracy
0
predictive_accuracy
0.01
predictive_accuracy
0.015
predictive_accuracy
0.01
predictive_accuracy
0.01
prior_entropy
3.321928094887355
prior_entropy
3.321928094887355
prior_entropy
3.321928094887355
prior_entropy
3.321928094887355
prior_entropy
3.321928094887355
prior_entropy
3.321928094887355
prior_entropy
3.321928094887355
prior_entropy
3.321928094887355
prior_entropy
3.321928094887355
prior_entropy
3.321928094887355
recall
0.005 [0,0,0,0,0,0.05,0,0,0,0]
recall
0.015 [0,0.05,0,0,0.1,0,0,0,0,0]
recall
0.01 [0,0,0.05,0,0.05,0,0,0,0,0]
recall
0.005 [0,0,0,0,0.05,0,0,0,0,0]
recall
0.015 [0,0,0,0,0.05,0,0,0,0.1,0]
recall
0 [0,0,0,0,0,0,0,0,0,0]
recall
0.01 [0,0,0,0,0.05,0.05,0,0,0,0]
recall
0.015 [0.05,0,0,0,0.05,0,0,0,0.05,0]
recall
0.01 [0,0,0,0,0.05,0,0,0,0.05,0]
recall
0.01 [0,0,0,0,0.1,0,0,0,0,0]
relative_absolute_error
1.1055555555555576
relative_absolute_error
1.0944444444444463
relative_absolute_error
1.1000000000000019
relative_absolute_error
1.1055555555555576
relative_absolute_error
1.0944444444444463
relative_absolute_error
1.1111111111111132
relative_absolute_error
1.1000000000000019
relative_absolute_error
1.0944444444444463
relative_absolute_error
1.1000000000000019
relative_absolute_error
1.1000000000000019
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
0.4460941604639094
root_mean_squared_error
0.44384682042344303
root_mean_squared_error
0.4449719092257399
root_mean_squared_error
0.4460941604639094
root_mean_squared_error
0.44384682042344303
root_mean_squared_error
0.4472135954999581
root_mean_squared_error
0.4449719092257399
root_mean_squared_error
0.44384682042344303
root_mean_squared_error
0.4449719092257399
root_mean_squared_error
0.4449719092257399
root_relative_squared_error
1.486980534879699
root_relative_squared_error
1.4794894014114777
root_relative_squared_error
1.483239697419134
root_relative_squared_error
1.486980534879699
root_relative_squared_error
1.4794894014114777
root_relative_squared_error
1.4907119849998611
root_relative_squared_error
1.483239697419134
root_relative_squared_error
1.4794894014114777
root_relative_squared_error
1.483239697419134
root_relative_squared_error
1.483239697419134
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
586.994303004758
usercpu_time_millis
588.4160830028122
usercpu_time_millis
602.9160280013457
usercpu_time_millis
599.453506001737
usercpu_time_millis
587.2585630058893
usercpu_time_millis
586.445945999003
usercpu_time_millis
582.668395996734
usercpu_time_millis
585.8056979996036
usercpu_time_millis
590.5449630008661
usercpu_time_millis
597.4020110006677
usercpu_time_millis_testing
42.269643003237434
usercpu_time_millis_testing
42.36857400246663
usercpu_time_millis_testing
44.221436997759156
usercpu_time_millis_testing
42.26257000118494
usercpu_time_millis_testing
42.12316600023769
usercpu_time_millis_testing
42.344388995843474
usercpu_time_millis_testing
42.81987700233003
usercpu_time_millis_testing
42.51838199706981
usercpu_time_millis_testing
44.27131400007056
usercpu_time_millis_testing
43.46801900101127
usercpu_time_millis_training
544.7246600015205
usercpu_time_millis_training
546.0475090003456
usercpu_time_millis_training
558.6945910035865
usercpu_time_millis_training
557.190936000552
usercpu_time_millis_training
545.1353970056516
usercpu_time_millis_training
544.1015570031595
usercpu_time_millis_training
539.848518994404
usercpu_time_millis_training
543.2873160025338
usercpu_time_millis_training
546.2736490007956
usercpu_time_millis_training
553.9339919996564
wall_clock_time_millis
635.047435760498
wall_clock_time_millis
588.4754657745361
wall_clock_time_millis
610.9731197357178
wall_clock_time_millis
805.2361011505127
wall_clock_time_millis
587.3463153839111
wall_clock_time_millis
610.5024814605713
wall_clock_time_millis
582.7815532684326
wall_clock_time_millis
585.8659744262695
wall_clock_time_millis
618.5929775238037
wall_clock_time_millis
718.3806896209717
wall_clock_time_millis_testing
42.28568077087402
wall_clock_time_millis_testing
42.38295555114746
wall_clock_time_millis_testing
44.2357063293457
wall_clock_time_millis_testing
42.27757453918457
wall_clock_time_millis_testing
42.14048385620117
wall_clock_time_millis_testing
42.359113693237305
wall_clock_time_millis_testing
42.833805084228516
wall_clock_time_millis_testing
42.53339767456055
wall_clock_time_millis_testing
44.284820556640625
wall_clock_time_millis_testing
59.477806091308594
wall_clock_time_millis_training
592.761754989624
wall_clock_time_millis_training
546.0925102233887
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
539.9477481842041
wall_clock_time_millis_training
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wall_clock_time_millis_training
574.3081569671631
wall_clock_time_millis_training
658.9028835296631