10291786
8323
Heinrich Peters
3549
Supervised Classification
12736
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,histgradientboostingclassifier=sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier)(1)
8168869
l2_regularization
1e-06
12677
learning_rate
0.1
12677
loss
"auto"
12677
max_bins
8
12677
max_depth
4
12677
max_iter
250
12677
max_leaf_nodes
16
12677
min_samples_leaf
12
12677
n_iter_no_change
null
12677
random_state
19906
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.
458
analcatdata_authorship
https://www.openml.org/data/download/52570/analcatdata_authorship.arff
-1
21505091
description
https://api.openml.org/data/download/21505091/description.xml
-1
21505092
predictions
https://api.openml.org/data/download/21505092/predictions.arff
area_under_roc_curve
0.999950150283849 [0.99994,0.999938,1,0.999974]
average_cost
0
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0.9904936054834805 [0.992076,0.989899,0.990826,0.988506]
kappa
0.9861646342717307
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0.9891009225817965
mean_absolute_error
0.004637516586869875
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0.3438742269346884
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841 [317,296,55,173]
precision
0.9905488432957696 [0.996815,0.986577,1,0.982857]
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0.990487514863258
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1.7874257213274838
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0.41456416029192655
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0.053086488280286274
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0.1280537329683878
total_cost
0
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1 [1,1,1,1]
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1 [1,1,1,1]
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1 [1,1,1,1]
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1 [1,1,1,1]
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1 [1,1,1,1]
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1 [1,1,1,1]
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1 [1,1,1,1]
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1 [1,1,1,1]
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0.9997753818508535 [0.999391,1,1,1]
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0
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0
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0
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0
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0
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0
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0
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0
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0.9880983358735114 [0.984127,0.983607,1,1]
f_measure
0.9881708238851095 [0.984127,1,1,0.971429]
f_measure
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f_measure
1 [1,1,1,1]
f_measure
0.9881016436706509 [0.984127,0.983051,1,1]
f_measure
0.9877149877149878 [1,1,0.909091,0.972973]
f_measure
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kappa
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kappa
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1
kappa
1
kappa
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kappa
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kappa
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kb_relative_information_score
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kb_relative_information_score
0.9872655737616511
kb_relative_information_score
0.9865176371600636
kb_relative_information_score
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kb_relative_information_score
0.9996716196467409
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0.9868096792926861
kb_relative_information_score
0.9862864289872202
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0.9999368442979842
kb_relative_information_score
0.9799739011767578
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0.002416536100839142
mean_absolute_error
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mean_prior_absolute_error
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mean_prior_absolute_error
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mean_prior_absolute_error
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mean_prior_absolute_error
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mean_prior_absolute_error
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mean_prior_absolute_error
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number_of_instances
85 [32,30,6,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
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number_of_instances
84 [32,29,6,17]
number_of_instances
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84 [31,29,6,18]
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84 [31,29,6,18]
precision
0.9646567090786159 [0.969697,0.965517,1,0.941176]
precision
1 [1,1,1,1]
precision
0.988479262672811 [1,0.967742,1,1]
precision
0.9887566137566137 [1,1,1,0.944444]
precision
1 [1,1,1,1]
precision
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precision
0.9884920634920634 [1,0.966667,1,1]
precision
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precision
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1
predictive_accuracy
0.9880952380952381
predictive_accuracy
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1
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1.8093344528997866
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0.9647058823529412 [1,0.933333,1,0.941176]
recall
1 [1,1,1,1]
recall
0.9880952380952381 [0.96875,1,1,1]
recall
0.9880952380952381 [0.96875,1,1,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
recall
0.9880952380952381 [0.96875,1,1,1]
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0.9880952380952381 [1,1,0.833333,1]
recall
1 [1,1,1,1]
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relative_absolute_error
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