10330614
8323
Heinrich Peters
3573
Supervised Classification
12736
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,histgradientboostingclassifier=sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier)(1)
8157560
l2_regularization
1e-06
12677
learning_rate
1.0
12677
loss
"auto"
12677
max_bins
16
12677
max_depth
15
12677
max_iter
400
12677
max_leaf_nodes
8
12677
min_samples_leaf
7
12677
n_iter_no_change
null
12677
random_state
37220
12677
scoring
null
12677
tol
1e-07
12677
validation_fraction
0.1
12677
verbose
0
12677
memory
null
12736
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "histgradientboostingclassifier", "step_name": "histgradientboostingclassifier"}}]
12736
verbose
false
12736
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
openml-python
Sklearn_0.21.2.
554
mnist_784
https://www.openml.org/data/download/52667/mnist_784.arff
-1
21582927
description
https://api.openml.org/data/download/21582927/description.xml
-1
21582928
predictions
https://api.openml.org/data/download/21582928/predictions.arff
area_under_roc_curve
0.5000126648700832 [0.5,0.500021,0.5,0.499992,0.500049,0.500061,0.5,0.5,0.499959,0.500048]
average_cost
0
kappa
0.000025390135297684635
kb_relative_information_score
0.05852890970682054
mean_absolute_error
0.18004285714301124
mean_prior_absolute_error
0.1799414337543242
number_of_instances
70000 [6903,7877,6990,7141,6824,6313,6876,7293,6825,6958]
predictive_accuracy
0.09978571428571428
prior_entropy
3.319837025446073
recall
0.09978571428571428 [0,0.100038,0.2,0.099986,0.100088,0.100111,0,0,0.099927,0.300086]
relative_absolute_error
1.0005636466630887
root_mean_prior_squared_error
0.2999511838524139
root_mean_squared_error
0.4243145733332892
root_relative_squared_error
1.4146120974873906
total_cost
0
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
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
0.05861153418647034
kb_relative_information_score
0.058339329933291106
kb_relative_information_score
0.06677266027599728
kb_relative_information_score
0.05833884225500061
kb_relative_information_score
0.058611245944482054
kb_relative_information_score
0.05712558767261749
kb_relative_information_score
0.060013879270955986
kb_relative_information_score
0.056969319164602086
kb_relative_information_score
0.05216737193174516
kb_relative_information_score
0.058339350381064865
mean_absolute_error
0.18002857142859277
mean_absolute_error
0.18011428571430707
mean_absolute_error
0.17748571428573506
mean_absolute_error
0.18011428571430707
mean_absolute_error
0.18002857142859277
mean_absolute_error
0.18048571428573573
mean_absolute_error
0.17960000000002124
mean_absolute_error
0.18051428571430717
mean_absolute_error
0.18194285714287892
mean_absolute_error
0.18011428571430707
mean_prior_absolute_error
0.17994152998551463
mean_prior_absolute_error
0.17994170016528485
mean_prior_absolute_error
0.17994130267104935
mean_prior_absolute_error
0.17994130267104935
mean_prior_absolute_error
0.17994130267104935
mean_prior_absolute_error
0.1799413030791543
mean_prior_absolute_error
0.1799413030791543
mean_prior_absolute_error
0.1799414581590409
mean_prior_absolute_error
0.17994139612708626
mean_prior_absolute_error
0.17994173893525653
number_of_instances
7000 [691,787,699,714,682,631,687,730,683,696]
number_of_instances
7000 [691,787,699,714,682,631,688,729,683,696]
number_of_instances
7000 [690,788,699,714,682,631,688,729,683,696]
number_of_instances
7000 [690,788,699,714,682,631,688,729,683,696]
number_of_instances
7000 [690,788,699,714,682,631,688,729,683,696]
number_of_instances
7000 [690,788,699,714,683,631,688,729,682,696]
number_of_instances
7000 [690,788,699,714,683,631,688,729,682,696]
number_of_instances
7000 [690,788,699,715,683,632,687,729,682,695]
number_of_instances
7000 [690,788,699,714,683,632,687,730,682,695]
number_of_instances
7000 [691,787,699,714,682,632,687,730,682,696]
predictive_accuracy
0.09985714285714285
predictive_accuracy
0.09942857142857144
predictive_accuracy
0.11257142857142859
predictive_accuracy
0.09942857142857144
predictive_accuracy
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predictive_accuracy
0.09757142857142859
predictive_accuracy
0.102
predictive_accuracy
0.09742857142857142
predictive_accuracy
0.09028571428571429
predictive_accuracy
0.09942857142857144
prior_entropy
3.319842722993559
prior_entropy
3.3198548559727135
prior_entropy
3.3198276564080795
prior_entropy
3.3198276564080795
prior_entropy
3.3198276564080795
prior_entropy
3.319827686603566
prior_entropy
3.319827686603566
prior_entropy
3.3198399404547705
prior_entropy
3.319835600159663
prior_entropy
3.3198587924440996
recall
0.09985714285714285 [0,0,1,0,0,0,0,0,0,0]
recall
0.09942857142857142 [0,0,0,0,0,0,0,0,0,1]
recall
0.11257142857142857 [0,1,0,0,0,0,0,0,0,0]
recall
0.09942857142857142 [0,0,0,0,0,0,0,0,0,1]
recall
0.09985714285714285 [0,0,1,0,0,0,0,0,0,0]
recall
0.09757142857142857 [0,0,0,0,1,0,0,0,0,0]
recall
0.102 [0,0,0,1,0,0,0,0,0,0]
recall
0.09742857142857143 [0,0,0,0,0,0,0,0,1,0]
recall
0.09028571428571429 [0,0,0,0,0,1,0,0,0,0]
recall
0.09942857142857142 [0,0,0,0,0,0,0,0,0,1]
relative_absolute_error
1.000483720701303
relative_absolute_error
1.0009591192528673
relative_absolute_error
0.9863533921958798
relative_absolute_error
1.0009613303932445
relative_absolute_error
1.000484984582461
relative_absolute_error
1.0030254932984561
relative_absolute_error
0.9981032532648555
relative_absolute_error
1.003183410655481
relative_absolute_error
1.01112284921019
relative_absolute_error
1.0009589035877473
root_mean_prior_squared_error
0.2999513442637286
root_mean_prior_squared_error
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root_mean_prior_squared_error
0.29995096534459187
root_mean_prior_squared_error
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root_mean_prior_squared_error
0.29995096534459187
root_mean_prior_squared_error
0.29995096602487803
root_mean_prior_squared_error
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root_mean_prior_squared_error
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root_mean_prior_squared_error
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root_mean_squared_error
0.4242977391273642
root_mean_squared_error
0.4243987343457884
root_mean_squared_error
0.42129053429401314
root_mean_squared_error
0.4243987343457884
root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
0.42486972793352457
root_mean_squared_error
0.42654760243480316
root_mean_squared_error
0.4243987343457884
root_relative_squared_error
1.4145552178432828
root_relative_squared_error
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root_relative_squared_error
1.4045313500159038
root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
1.4148902801984733
total_cost
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total_cost
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total_cost
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total_cost
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total_cost
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total_cost
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total_cost
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usercpu_time_millis
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