10284391
8323
Heinrich Peters
9985
Supervised Classification
12736
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,histgradientboostingclassifier=sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier)(1)
8157226
l2_regularization
1e-06
12677
learning_rate
1.0
12677
loss
"auto"
12677
max_bins
16
12677
max_depth
12
12677
max_iter
300
12677
max_leaf_nodes
64
12677
min_samples_leaf
15
12677
n_iter_no_change
null
12677
random_state
46919
12677
scoring
null
12677
tol
1e-07
12677
validation_fraction
0.2
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.
1475
first-order-theorem-proving
https://www.openml.org/data/download/1587932/phpPbCMyg
-1
21490293
description
https://api.openml.org/data/download/21490293/description.xml
-1
21490294
predictions
https://api.openml.org/data/download/21490294/predictions.arff
area_under_roc_curve
0.4995863834437137 [0.500307,0.499312,0.499372,0.499351,0.5,0.49935]
average_cost
0
kappa
-0.0007733256074456301
kb_relative_information_score
0.06611215449579355
mean_absolute_error
0.2499727579819001
mean_prior_absolute_error
0.2507645736611627
number_of_instances
6118 [1089,486,748,617,624,2554]
predictive_accuracy
0.2500817260542661
prior_entropy
2.3000072984859514
recall
0.2500817260542661 [0.300275,0.098765,0.09893,0.098865,0,0.399374]
relative_absolute_error
0.9968423941719433
root_mean_prior_squared_error
0.35407492669342416
root_mean_squared_error
0.4999727572397321
root_relative_squared_error
1.4120535501025002
total_cost
0
area_under_roc_curve
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]
area_under_roc_curve
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]
area_under_roc_curve
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]
area_under_roc_curve
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]
area_under_roc_curve
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]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
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0
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0
average_cost
0
kappa
0
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0
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0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
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kb_relative_information_score
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0.17864018360481532
kb_relative_information_score
0.17865145469712426
kb_relative_information_score
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kb_relative_information_score
0.17865145469712426
kb_relative_information_score
0.02390619524923289
kb_relative_information_score
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kb_relative_information_score
0.023642697273138925
kb_relative_information_score
0.02366174753934377
mean_absolute_error
0.2930283224400883
mean_absolute_error
0.3071895424836617
mean_absolute_error
0.19444444444444345
mean_absolute_error
0.19444444444444345
mean_absolute_error
0.19444444444444345
mean_absolute_error
0.19444444444444345
mean_absolute_error
0.2739651416122011
mean_absolute_error
0.30010893246187503
mean_absolute_error
0.27386797599563617
mean_absolute_error
0.27386797599563617
mean_prior_absolute_error
0.25067495791407446
mean_prior_absolute_error
0.25083558171073006
mean_prior_absolute_error
0.25088921191526126
mean_prior_absolute_error
0.25084785528987646
mean_prior_absolute_error
0.25084785528987646
mean_prior_absolute_error
0.25084785528987646
mean_prior_absolute_error
0.25084785528987646
mean_prior_absolute_error
0.25067558048692967
mean_prior_absolute_error
0.25058368192114683
mean_prior_absolute_error
0.25059472840439195
number_of_instances
612 [109,48,74,62,63,256]
number_of_instances
612 [109,48,75,62,63,255]
number_of_instances
612 [108,49,75,62,63,255]
number_of_instances
612 [109,49,75,62,62,255]
number_of_instances
612 [109,49,75,62,62,255]
number_of_instances
612 [109,49,75,62,62,255]
number_of_instances
612 [109,49,75,62,62,255]
number_of_instances
612 [109,49,75,61,62,256]
number_of_instances
611 [109,48,75,61,62,256]
number_of_instances
611 [109,48,74,61,63,256]
predictive_accuracy
0.12091503267973856
predictive_accuracy
0.0784313725490196
predictive_accuracy
0.41666666666666663
predictive_accuracy
0.41666666666666663
predictive_accuracy
0.41666666666666663
predictive_accuracy
0.41666666666666663
predictive_accuracy
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predictive_accuracy
0.09967320261437909
predictive_accuracy
0.17839607201309327
predictive_accuracy
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prior_entropy
2.2982053906988225
prior_entropy
2.3010980143383097
prior_entropy
2.3029972536480843
prior_entropy
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prior_entropy
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prior_entropy
2.301686142471426
prior_entropy
2.301686142471426
prior_entropy
2.2983403180467192
prior_entropy
2.2961240491639523
prior_entropy
2.2965513970017746
recall
0.12091503267973856 [0,0,1,0,0,0]
recall
0.0784313725490196 [0,1,0,0,0,0]
recall
0.4166666666666667 [0,0,0,0,0,1]
recall
0.4166666666666667 [0,0,0,0,0,1]
recall
0.4166666666666667 [0,0,0,0,0,1]
recall
0.4166666666666667 [0,0,0,0,0,1]
recall
0.1781045751633987 [1,0,0,0,0,0]
recall
0.09967320261437909 [0,0,0,1,0,0]
recall
0.1783960720130933 [1,0,0,0,0,0]
recall
0.1783960720130933 [1,0,0,0,0,0]
relative_absolute_error
1.1689573018320067
relative_absolute_error
1.2246649394339932
relative_absolute_error
0.7750211456286838
relative_absolute_error
0.7751489213242266
relative_absolute_error
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relative_absolute_error
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relative_absolute_error
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relative_absolute_error
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relative_absolute_error
1.092920232857846
relative_absolute_error
1.0928720557668217
root_mean_prior_squared_error
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root_mean_prior_squared_error
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root_mean_squared_error
0.5233239684895353
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1.5293782205042357
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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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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total_cost
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