10464963
12974
Sean Broestl
10093
Supervised Classification
18594
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,decisiontreeclassifier=sklearn.tree._classes.DecisionTreeClassifier)(1)
8275583
add_indicator
false
18585
copy
true
18585
fill_value
null
18585
missing_values
NaN
18585
strategy
"mean"
18585
verbose
0
18585
ccp_alpha
0.0
18586
class_weight
null
18586
criterion
"gini"
18586
max_depth
null
18586
max_features
null
18586
max_leaf_nodes
null
18586
min_impurity_decrease
0.0
18586
min_impurity_split
null
18586
min_samples_leaf
1
18586
min_samples_split
2
18586
min_weight_fraction_leaf
0.0
18586
presort
"deprecated"
18586
random_state
43148
18586
splitter
"best"
18586
memory
null
18594
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "decisiontreeclassifier", "step_name": "decisiontreeclassifier"}}]
18594
verbose
false
18594
openml-python
Sklearn_0.23.1.
1462
banknote-authentication
https://www.openml.org/data/download/1586223/php50jXam
-1
21854840
description
https://api.openml.org/data/download/21854840/description.xml
-1
21854841
predictions
https://api.openml.org/data/download/21854841/predictions.arff
area_under_roc_curve
0.9863882793339357 [0.986388,0.986388]
average_cost
0
f_measure
0.9861570735695766 [0.987492,0.98449]
kappa
0.9719819432502149
kb_relative_information_score
0.9718070699484237
mean_absolute_error
0.013848396501457727
mean_prior_absolute_error
0.49387203415364794
weighted_recall
0.9861516034985423 [0.984252,0.988525]
number_of_instances
1372 [762,610]
precision
0.9861890130006592 [0.990753,0.980488]
predictive_accuracy
0.9861516034985423
prior_entropy
0.9911281447384036
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0.028040454902836975
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0.4969220835611905
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0.11767921014970201
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0.23681622138093428
total_cost
0
unweighted_recall
0.9863882793339358 [0.984252,0.988525]
area_under_roc_curve
0.987012987012987 [0.987013,0.987013]
area_under_roc_curve
0.9788162657015115 [0.978816,0.978816]
area_under_roc_curve
0.980263157894737 [0.980263,0.980263]
area_under_roc_curve
0.977027610008628 [0.977028,0.977028]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9786453839516825 [0.978645,0.978645]
area_under_roc_curve
0.9934210526315789 [0.993421,0.993421]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9688308886971527 [0.968831,0.968831]
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
f_measure
0.9855287763588493 [0.986842,0.983871]
f_measure
0.9782781971042217 [0.980392,0.97561]
f_measure
0.9781445157497672 [0.979866,0.976]
f_measure
0.9780832644332389 [0.980392,0.975207]
f_measure
1 [1,1]
f_measure
0.9781186959643561 [0.980132,0.97561]
f_measure
0.9927062319881188 [0.993377,0.99187]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
0.9707492021360634 [0.974026,0.966667]
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kappa
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kappa
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kappa
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kappa
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1
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1
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kb_relative_information_score
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kb_relative_information_score
0.9554292167556185
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1
kb_relative_information_score
0.9554292167556183
kb_relative_information_score
0.9851430722518728
kb_relative_information_score
1
kb_relative_information_score
1
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0.9405722890074916
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0.021897810218978103
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mean_prior_absolute_error
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number_of_instances
138 [77,61]
number_of_instances
138 [77,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
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137 [76,61]
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137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
precision
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precision
0.9783992765926035 [0.986842,0.967742]
precision
0.9791286496350365 [1,0.953125]
precision
0.9781701267102726 [0.974026,0.983333]
precision
1 [1,1]
precision
0.9782403265049838 [0.986667,0.967742]
precision
0.9928184600894748 [1,0.983871]
precision
1 [1,1]
precision
1 [1,1]
precision
0.9711169691375061 [0.961538,0.983051]
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predictive_accuracy
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predictive_accuracy
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relative_absolute_error
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0
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total_cost
0
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unweighted_recall
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unweighted_recall
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unweighted_recall
0.9770276100086281 [0.986842,0.967213]
unweighted_recall
1 [1,1]
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0.9786453839516824 [0.973684,0.983607]
unweighted_recall
0.993421052631579 [0.986842,1]
unweighted_recall
1 [1,1]
unweighted_recall
1 [1,1]
unweighted_recall
0.9688308886971526 [0.986842,0.95082]
usercpu_time_millis
4.253000000005613
usercpu_time_millis
4.041999999969903
usercpu_time_millis
3.5149999999930515
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
3.5440000000335203
usercpu_time_millis
3.4129999999663596
usercpu_time_millis
3.353000000004158
usercpu_time_millis
3.344999999967513
usercpu_time_millis
3.3809999999903084
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0.34499999998161
usercpu_time_millis_testing
0.3129999999487154
usercpu_time_millis_testing
0.29000000000678483
usercpu_time_millis_testing
0.2939999999966858
usercpu_time_millis_testing
0.2879999999549909
usercpu_time_millis_testing
0.2709999999979118
usercpu_time_millis_testing
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usercpu_time_millis_testing
0.2660000000105356
usercpu_time_millis_testing
0.2640000000155851
usercpu_time_millis_testing
0.26700000000801083
usercpu_time_millis_training
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usercpu_time_millis_training
3.7290000000211876
usercpu_time_millis_training
3.2249999999862666
usercpu_time_millis_training
3.405999999984033
usercpu_time_millis_training
3.253999999969892
usercpu_time_millis_training
3.2730000000356085
usercpu_time_millis_training
3.145999999958349
usercpu_time_millis_training
3.0869999999936226
usercpu_time_millis_training
3.0809999999519277
usercpu_time_millis_training
3.1139999999822976
wall_clock_time_millis
4.253387451171875
wall_clock_time_millis
4.042625427246094
wall_clock_time_millis
3.51715087890625
wall_clock_time_millis
3.7009716033935547
wall_clock_time_millis
3.5462379455566406
wall_clock_time_millis
3.5483837127685547
wall_clock_time_millis
3.4151077270507812
wall_clock_time_millis
3.3550262451171875
wall_clock_time_millis
3.347158432006836
wall_clock_time_millis
3.384113311767578
wall_clock_time_millis_testing
0.347137451171875
wall_clock_time_millis_testing
0.3147125244140625
wall_clock_time_millis_testing
0.29206275939941406
wall_clock_time_millis_testing
0.29587745666503906
wall_clock_time_millis_testing
0.2911090850830078
wall_clock_time_millis_testing
0.2739429473876953
wall_clock_time_millis_testing
0.26917457580566406
wall_clock_time_millis_testing
0.26702880859375
wall_clock_time_millis_testing
0.2658367156982422
wall_clock_time_millis_testing
0.26917457580566406
wall_clock_time_millis_training
3.90625
wall_clock_time_millis_training
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wall_clock_time_millis_training
3.225088119506836
wall_clock_time_millis_training
3.4050941467285156
wall_clock_time_millis_training
3.255128860473633
wall_clock_time_millis_training
3.2744407653808594
wall_clock_time_millis_training
3.145933151245117
wall_clock_time_millis_training
3.0879974365234375
wall_clock_time_millis_training
3.0813217163085938
wall_clock_time_millis_training
3.114938735961914
weighted_recall
0.9855072463768116 [0.974026,1]
weighted_recall
0.9782608695652174 [0.974026,0.983607]
weighted_recall
0.9781021897810219 [0.960526,1]
weighted_recall
0.9781021897810219 [0.986842,0.967213]
weighted_recall
1 [1,1]
weighted_recall
0.9781021897810219 [0.973684,0.983607]
weighted_recall
0.9927007299270073 [0.986842,1]
weighted_recall
1 [1,1]
weighted_recall
1 [1,1]
weighted_recall
0.9708029197080292 [0.986842,0.95082]