10334831
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)
8157917
l2_regularization
1e-07
12677
learning_rate
1.0
12677
loss
"auto"
12677
max_bins
8
12677
max_depth
8
12677
max_iter
500
12677
max_leaf_nodes
32
12677
min_samples_leaf
20
12677
n_iter_no_change
null
12677
random_state
27387
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
21591361
description
https://api.openml.org/data/download/21591361/description.xml
-1
21591362
predictions
https://api.openml.org/data/download/21591362/predictions.arff
area_under_roc_curve
0.49998569814560617 [0.499976,0.5,0.5,0.499992,0.5,0.5,0.5,0.499954,0.5,0.499936]
average_cost
0
kappa
-0.000028569977397984386
kb_relative_information_score
0.058639352320862856
mean_absolute_error
0.1800142857144397
mean_prior_absolute_error
0.1799414337543242
number_of_instances
70000 [6903,7877,6990,7141,6824,6313,6876,7293,6825,6958]
predictive_accuracy
0.09992857142857142
prior_entropy
3.319837025446073
recall
0.09992857142857142 [0.099957,0,0,0.099986,0,0,0.5,0.199918,0,0.099885]
relative_absolute_error
1.0004048648418293
root_mean_prior_squared_error
0.2999511838524139
root_mean_squared_error
0.4242809042538206
root_relative_squared_error
1.4144998489573593
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
0.057440859137230786
kb_relative_information_score
0.05759153520442264
kb_relative_information_score
0.061396193142662536
kb_relative_information_score
0.05759104139940115
kb_relative_information_score
0.061396193142662536
kb_relative_information_score
0.05759104185812231
kb_relative_information_score
0.057742466184154795
kb_relative_information_score
0.0581891780090093
kb_relative_information_score
0.06001395665439834
kb_relative_information_score
0.05744108213304565
mean_absolute_error
0.18037142857145
mean_absolute_error
0.18034285714287857
mean_absolute_error
0.17917142857144971
mean_absolute_error
0.18034285714287857
mean_absolute_error
0.17917142857144971
mean_absolute_error
0.18034285714287857
mean_absolute_error
0.1802857142857357
mean_absolute_error
0.1801428571428785
mean_absolute_error
0.17960000000002124
mean_absolute_error
0.18037142857145
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
0.09814285714285714
predictive_accuracy
0.0982857142857143
predictive_accuracy
0.10414285714285715
predictive_accuracy
0.0982857142857143
predictive_accuracy
0.10414285714285715
predictive_accuracy
0.0982857142857143
predictive_accuracy
0.09857142857142857
predictive_accuracy
0.09928571428571428
predictive_accuracy
0.102
predictive_accuracy
0.09814285714285714
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
0.09814285714285714 [0,0,0,0,0,0,1,0,0,0]
recall
0.09828571428571428 [0,0,0,0,0,0,1,0,0,0]
recall
0.10414285714285715 [0,0,0,0,0,0,0,1,0,0]
recall
0.09828571428571428 [0,0,0,0,0,0,1,0,0,0]
recall
0.10414285714285715 [0,0,0,0,0,0,0,1,0,0]
recall
0.09828571428571428 [0,0,0,0,0,0,1,0,0,0]
recall
0.09857142857142857 [1,0,0,0,0,0,0,0,0,0]
recall
0.09928571428571428 [0,0,0,0,0,0,0,0,0,1]
recall
0.102 [0,0,0,1,0,0,0,0,0,0]
recall
0.09814285714285714 [0,0,0,0,0,0,1,0,0,0]
relative_absolute_error
1.002389101537427
relative_absolute_error
1.0022293719422748
relative_absolute_error
0.9957215264746246
relative_absolute_error
1.002231585888668
relative_absolute_error
0.9957215264746246
relative_absolute_error
1.0022315836156175
relative_absolute_error
1.0019140197424818
relative_absolute_error
1.0011192472590702
relative_absolute_error
0.9981027371443539
relative_absolute_error
1.0023879375554332
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
0.29995096534459187
root_mean_prior_squared_error
0.29995096534459187
root_mean_prior_squared_error
0.29995096602487803
root_mean_prior_squared_error
0.29995096602487803
root_mean_prior_squared_error
0.29995122453349654
root_mean_prior_squared_error
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root_mean_prior_squared_error
0.2999516925695864
root_mean_squared_error
0.42470157589941904
root_mean_squared_error
0.4246679375027959
root_mean_squared_error
0.42328646159716676
root_mean_squared_error
0.4246679375027959
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
0.4244323940781129
root_mean_squared_error
0.4237924020083669
root_mean_squared_error
0.42470157589941904
root_relative_squared_error
1.4159015587741635
root_relative_squared_error
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root_relative_squared_error
1.4111855286442694
root_relative_squared_error
1.4157912011215759
root_relative_squared_error
1.4111855286442694
root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
1.415004705309063
root_relative_squared_error
1.4128715385750683
root_relative_squared_error
1.415899914620057
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
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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