10228427
6138
Felix Neutatz
3638
Supervised Classification
predictive_accuracy
12390
sklearn.pipeline.C376a552d71dcf0(n6=sklearn.compose._column_transformer.C376a552d71d62f(n7=sklearn.preprocessing._function_transformer.C376a552d71d401),n8=fastsklearnfeature.transformations.mdlp_discretization.MDLPDiscretizerTransformation.C376a552d71d931,c=sklearn.linear_model.logistic.LogisticRegression)(1)
8153685
C
0.001
9801
class_weight
"balanced"
9801
dual
false
9801
fit_intercept
true
9801
intercept_scaling
1
9801
max_iter
10000
9801
multi_class
"auto"
9801
n_jobs
null
9801
penalty
"l2"
9801
random_state
13893
9801
solver
"lbfgs"
9801
tol
0.0001
9801
verbose
0
9801
warm_start
false
9801
memory
null
12390
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "n6", "step_name": "n6"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "n8", "step_name": "n8"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "c", "step_name": "c"}}]
12390
n_jobs
null
12391
remainder
"drop"
12391
sparse_threshold
0.3
12391
transformer_weights
null
12391
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "n7", "step_name": "n7", "argument_1": [0]}}]
12391
accept_sparse
false
12392
check_inverse
true
12392
func
{"oml-python:serialized_object": "function", "value": "fastsklearnfeature.candidates.Identity.identity"}
12392
inv_kw_args
null
12392
inverse_func
null
12392
kw_args
null
12392
pass_y
"deprecated"
12392
validate
false
12392
ComplexityDriven
openml-python
Sklearn_0.20.3.
772
quake
https://www.openml.org/data/download/53306/quake.arff
-1
21378089
description
https://api.openml.org/data/download/21378089/description.xml
-1
21378090
predictions
https://api.openml.org/data/download/21378090/predictions.arff
area_under_roc_curve
0.5 [0.5,0.5]
average_cost
0
kappa
0
kb_relative_information_score
-0.018706494156843844
mean_absolute_error
0.5
mean_prior_absolute_error
0.49393433922207364
number_of_instances
2178 [1209,969]
predictive_accuracy
0.5550964187327824
prior_entropy
0.9912232605233271
recall
0.5550964187327824 [1,0]
relative_absolute_error
1.0122802977972325
root_mean_prior_squared_error
0.4969551158785204
root_mean_squared_error
0.5
root_relative_squared_error
1.0061270807447003
total_cost
0
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
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
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
-0.01868902826242851
kb_relative_information_score
-0.01868902826242851
kb_relative_information_score
-0.01868902826242851
kb_relative_information_score
-0.01868902826242851
kb_relative_information_score
-0.01868902826242851
kb_relative_information_score
-0.01868902826242851
kb_relative_information_score
-0.01868902826242851
kb_relative_information_score
-0.01868902826242851
kb_relative_information_score
-0.017980991258074886
kb_relative_information_score
-0.0195735604066009
mean_absolute_error
0.5
mean_absolute_error
0.5
mean_absolute_error
0.5
mean_absolute_error
0.5
mean_absolute_error
0.5
mean_absolute_error
0.5
mean_absolute_error
0.5
mean_absolute_error
0.5
mean_absolute_error
0.5
mean_absolute_error
0.5
mean_prior_absolute_error
0.49393990404848304
mean_prior_absolute_error
0.49393990404848304
mean_prior_absolute_error
0.49393990404848304
mean_prior_absolute_error
0.49393990404848304
mean_prior_absolute_error
0.49393990404848304
mean_prior_absolute_error
0.49393990404848304
mean_prior_absolute_error
0.49393990404848304
mean_prior_absolute_error
0.49393990404848304
mean_prior_absolute_error
0.4941656449499029
mean_prior_absolute_error
0.4936583097281551
number_of_instances
218 [121,97]
number_of_instances
218 [121,97]
number_of_instances
218 [121,97]
number_of_instances
218 [121,97]
number_of_instances
218 [121,97]
number_of_instances
218 [121,97]
number_of_instances
218 [121,97]
number_of_instances
218 [121,97]
number_of_instances
217 [120,97]
number_of_instances
217 [121,96]
predictive_accuracy
0.555045871559633
predictive_accuracy
0.555045871559633
predictive_accuracy
0.555045871559633
predictive_accuracy
0.555045871559633
predictive_accuracy
0.555045871559633
predictive_accuracy
0.555045871559633
predictive_accuracy
0.555045871559633
predictive_accuracy
0.555045871559633
predictive_accuracy
0.5529953917050691
predictive_accuracy
0.5576036866359447
prior_entropy
0.9912393825641808
prior_entropy
0.9912393825641808
prior_entropy
0.9912393825641808
prior_entropy
0.9912393825641808
prior_entropy
0.9912393825641808
prior_entropy
0.9912393825641808
prior_entropy
0.9912393825641808
prior_entropy
0.9912393825641808
prior_entropy
0.9918933839239128
prior_entropy
0.9904235664350305
recall
0.555045871559633 [1,0]
recall
0.555045871559633 [1,0]
recall
0.555045871559633 [1,0]
recall
0.555045871559633 [1,0]
recall
0.555045871559633 [1,0]
recall
0.555045871559633 [1,0]
recall
0.555045871559633 [1,0]
recall
0.555045871559633 [1,0]
recall
0.5529953917050692 [1,0]
recall
0.5576036866359447 [1,0]
relative_absolute_error
1.012268893243584
relative_absolute_error
1.012268893243584
relative_absolute_error
1.012268893243584
relative_absolute_error
1.012268893243584
relative_absolute_error
1.012268893243584
relative_absolute_error
1.012268893243584
relative_absolute_error
1.012268893243584
relative_absolute_error
1.012268893243584
relative_absolute_error
1.0118064764512082
relative_absolute_error
1.0128463152485716
root_mean_prior_squared_error
0.4969607147695292
root_mean_prior_squared_error
0.4969607147695292
root_mean_prior_squared_error
0.4969607147695292
root_mean_prior_squared_error
0.4969607147695292
root_mean_prior_squared_error
0.4969607147695292
root_mean_prior_squared_error
0.4969607147695292
root_mean_prior_squared_error
0.4969607147695292
root_mean_prior_squared_error
0.4969607147695292
root_mean_prior_squared_error
0.4971877843689055
root_mean_prior_squared_error
0.49667731748481675
root_mean_squared_error
0.5
root_mean_squared_error
0.5
root_mean_squared_error
0.5
root_mean_squared_error
0.5
root_mean_squared_error
0.5
root_mean_squared_error
0.5
root_mean_squared_error
0.5
root_mean_squared_error
0.5
root_mean_squared_error
0.5
root_mean_squared_error
0.5
root_relative_squared_error
1.0061157454505842
root_relative_squared_error
1.0061157454505842
root_relative_squared_error
1.0061157454505842
root_relative_squared_error
1.0061157454505842
root_relative_squared_error
1.0061157454505842
root_relative_squared_error
1.0061157454505842
root_relative_squared_error
1.0061157454505842
root_relative_squared_error
1.0061157454505842
root_relative_squared_error
1.0056562444201322
root_relative_squared_error
1.0066898213351263
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
55.82161999999968
usercpu_time_millis
52.926672000000785
usercpu_time_millis
52.029276000000735
usercpu_time_millis
50.059717999999975
usercpu_time_millis
51.022100999999154
usercpu_time_millis
50.566463000000006
usercpu_time_millis
50.11293799999983
usercpu_time_millis
50.81148799999902
usercpu_time_millis
49.1417270000003
usercpu_time_millis
50.98128399999968
usercpu_time_millis_testing
0.5810510000001656
usercpu_time_millis_testing
0.5985580000000823
usercpu_time_millis_testing
0.574918000000757
usercpu_time_millis_testing
0.6093299999996304
usercpu_time_millis_testing
0.5936639999992721
usercpu_time_millis_testing
0.5754630000005534
usercpu_time_millis_testing
0.5783399999996774
usercpu_time_millis_testing
0.5482069999995787
usercpu_time_millis_testing
0.5807390000001078
usercpu_time_millis_testing
0.6226809999994032
usercpu_time_millis_training
55.24056899999952
usercpu_time_millis_training
52.3281140000007
usercpu_time_millis_training
51.45435799999998
usercpu_time_millis_training
49.450388000000345
usercpu_time_millis_training
50.42843699999988
usercpu_time_millis_training
49.99099999999945
usercpu_time_millis_training
49.53459800000015
usercpu_time_millis_training
50.26328099999944
usercpu_time_millis_training
48.560988000000194
usercpu_time_millis_training
50.35860300000028