10464960
12974
Sean Broestl
9978
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.
1487
ozone-level-8hr
https://www.openml.org/data/download/1592279/phpdReP6S
-1
21854834
description
https://api.openml.org/data/download/21854834/description.xml
-1
21854835
predictions
https://api.openml.org/data/download/21854835/predictions.arff
area_under_roc_curve
0.6126132055602359 [0.612613,0.612613]
average_cost
0
f_measure
0.9045507769096655 [0.947569,0.266272]
kappa
0.2140001901112152
kb_relative_information_score
-0.17285716621498268
mean_absolute_error
0.0978689818468824
mean_prior_absolute_error
0.11860993329831554
weighted_recall
0.9021310181531176 [0.943976,0.28125]
number_of_instances
2534 [2374,160]
precision
0.9070918825542225 [0.951188,0.252809]
predictive_accuracy
0.9021310181531176
prior_entropy
0.33979186786586124
relative_absolute_error
0.8251330991033642
root_mean_prior_squared_error
0.24321713805631198
root_mean_squared_error
0.31284018579281403
root_relative_squared_error
1.286258806813121
total_cost
0
unweighted_recall
0.6126132055602359 [0.943976,0.28125]
area_under_roc_curve
0.633140756302521 [0.633141,0.633141]
area_under_roc_curve
0.6060924369747899 [0.606092,0.606092]
area_under_roc_curve
0.5934873949579832 [0.593487,0.593487]
area_under_roc_curve
0.5955882352941176 [0.595588,0.595588]
area_under_roc_curve
0.6474156118143459 [0.647416,0.647416]
area_under_roc_curve
0.5392932489451476 [0.539293,0.539293]
area_under_roc_curve
0.5996835443037974 [0.599684,0.599684]
area_under_roc_curve
0.6537447257383967 [0.653745,0.653745]
area_under_roc_curve
0.5870253164556962 [0.587025,0.587025]
area_under_roc_curve
0.6706223628691983 [0.670622,0.670622]
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
0.9133858267716536 [0.953782,0.3125]
f_measure
0.9133053350693845 [0.956159,0.275862]
f_measure
0.8979193668444722 [0.942918,0.228571]
f_measure
0.9004324943373142 [0.945148,0.235294]
f_measure
0.8968469631145375 [0.937634,0.292683]
f_measure
0.8963854264977287 [0.947589,0.137931]
f_measure
0.9051383399209486 [0.949367,0.25]
f_measure
0.9046876083489356 [0.944444,0.315789]
f_measure
0.8900241634795412 [0.935897,0.210526]
f_measure
0.9266316803401202 [0.962185,0.4]
kappa
0.26628151260504235
kappa
0.23251798561151113
kappa
0.17193914513402533
kappa
0.18064516129032226
kappa
0.23357359239527836
kappa
0.08611472330588046
kappa
0.19936708860759525
kappa
0.26172839506172874
kappa
0.1481481481481484
kappa
0.36236348361803405
kb_relative_information_score
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kb_relative_information_score
0.007509265592420445
kb_relative_information_score
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kb_relative_information_score
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kb_relative_information_score
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kb_relative_information_score
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kb_relative_information_score
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kb_relative_information_score
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kb_relative_information_score
-0.4194027979205386
kb_relative_information_score
0.14835832124767592
mean_absolute_error
0.08661417322834646
mean_absolute_error
0.08267716535433071
mean_absolute_error
0.1062992125984252
mean_absolute_error
0.10236220472440945
mean_absolute_error
0.11462450592885376
mean_absolute_error
0.09881422924901186
mean_absolute_error
0.09486166007905138
mean_absolute_error
0.10276679841897234
mean_absolute_error
0.11857707509881422
mean_absolute_error
0.07114624505928854
mean_prior_absolute_error
0.11847971882063642
mean_prior_absolute_error
0.11847971882063642
mean_prior_absolute_error
0.11847971882063642
mean_prior_absolute_error
0.11847971882063642
mean_prior_absolute_error
0.11869708607124604
mean_prior_absolute_error
0.11869708607124604
mean_prior_absolute_error
0.11869708607124604
mean_prior_absolute_error
0.11869708607124604
mean_prior_absolute_error
0.11869708607124604
mean_prior_absolute_error
0.11869708607124604
number_of_instances
254 [238,16]
number_of_instances
254 [238,16]
number_of_instances
254 [238,16]
number_of_instances
254 [238,16]
number_of_instances
253 [237,16]
number_of_instances
253 [237,16]
number_of_instances
253 [237,16]
number_of_instances
253 [237,16]
number_of_instances
253 [237,16]
number_of_instances
253 [237,16]
precision
0.9133858267716536 [0.953782,0.3125]
precision
0.9097340728993619 [0.950207,0.307692]
precision
0.9024221636349209 [0.948936,0.210526]
precision
0.9033616560641784 [0.949153,0.222222]
precision
0.9108508425213231 [0.95614,0.24]
precision
0.8918440255396776 [0.941667,0.153846]
precision
0.9051383399209486 [0.949367,0.25]
precision
0.9134541347980084 [0.95671,0.272727]
precision
0.8995944766695754 [0.948052,0.181818]
precision
0.9246672919585418 [0.958159,0.428571]
predictive_accuracy
0.9133858267716535
predictive_accuracy
0.9173228346456693
predictive_accuracy
0.8937007874015748
predictive_accuracy
0.8976377952755905
predictive_accuracy
0.8853754940711462
predictive_accuracy
0.9011857707509882
predictive_accuracy
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predictive_accuracy
0.8972332015810277
predictive_accuracy
0.8814229249011858
predictive_accuracy
0.9288537549407114
prior_entropy
0.3392127388048247
prior_entropy
0.3392127388048247
prior_entropy
0.3392127388048247
prior_entropy
0.3392127388048247
prior_entropy
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prior_entropy
0.3401794799383073
prior_entropy
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prior_entropy
0.3401794799383073
prior_entropy
0.3401794799383073
prior_entropy
0.3401794799383073
relative_absolute_error
0.7310464110694723
relative_absolute_error
0.6978170287481327
relative_absolute_error
0.8971933226761705
relative_absolute_error
0.8639639403548308
relative_absolute_error
0.9656892997360711
relative_absolute_error
0.8324907756345441
relative_absolute_error
0.7991911446091622
relative_absolute_error
0.8657904066599259
relative_absolute_error
0.9989889307614529
relative_absolute_error
0.5993933584568718
root_mean_prior_squared_error
0.24294929875723142
root_mean_prior_squared_error
0.24294929875723142
root_mean_prior_squared_error
0.24294929875723142
root_mean_prior_squared_error
0.24294929875723142
root_mean_prior_squared_error
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root_mean_prior_squared_error
0.24339623870807886
root_mean_prior_squared_error
0.24339623870807886
root_mean_prior_squared_error
0.24339623870807886
root_mean_prior_squared_error
0.24339623870807886
root_mean_prior_squared_error
0.24339623870807886
root_mean_squared_error
0.2943028597012718
root_mean_squared_error
0.2875363722285073
root_mean_squared_error
0.3260356002009983
root_mean_squared_error
0.31994093943165425
root_mean_squared_error
0.3385624106850224
root_mean_squared_error
0.3143473067309657
root_mean_squared_error
0.30799620140360723
root_mean_squared_error
0.3205726102133062
root_mean_squared_error
0.34435022157509093
root_mean_squared_error
0.26673253468463226
root_relative_squared_error
1.2113756294285736
root_relative_squared_error
1.1835241908470366
root_relative_squared_error
1.3419902912615171
root_relative_squared_error
1.3169041485950417
root_relative_squared_error
1.3909927798476895
root_relative_squared_error
1.2915043732782707
root_relative_squared_error
1.2654106860418963
root_relative_squared_error
1.3170812002472645
root_relative_squared_error
1.4147721567221623
root_relative_squared_error
1.0958778003325769
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
unweighted_recall
0.6331407563025211 [0.953782,0.3125]
unweighted_recall
0.60609243697479 [0.962185,0.25]
unweighted_recall
0.5934873949579832 [0.936975,0.25]
unweighted_recall
0.5955882352941176 [0.941176,0.25]
unweighted_recall
0.6474156118143459 [0.919831,0.375]
unweighted_recall
0.5392932489451476 [0.953586,0.125]
unweighted_recall
0.5996835443037974 [0.949367,0.25]
unweighted_recall
0.6537447257383966 [0.932489,0.375]
unweighted_recall
0.5870253164556962 [0.924051,0.25]
unweighted_recall
0.6706223628691983 [0.966245,0.375]
usercpu_time_millis
80.76000000005479
usercpu_time_millis
63.37199999995846
usercpu_time_millis
58.615000000031614
usercpu_time_millis
70.76100000000451
usercpu_time_millis
95.3429999999571
usercpu_time_millis
63.73700000006011
usercpu_time_millis
76.45299999995814
usercpu_time_millis
66.16599999995287
usercpu_time_millis
68.99299999997766
usercpu_time_millis
76.72299999995857
usercpu_time_millis_testing
0.4640000000222244
usercpu_time_millis_testing
0.47699999998940257
usercpu_time_millis_testing
0.5070000000273467
usercpu_time_millis_testing
0.45799999998052954
usercpu_time_millis_testing
0.7509999999797401
usercpu_time_millis_testing
0.41400000003477544
usercpu_time_millis_testing
0.4229999999552092
usercpu_time_millis_testing
0.4979999999932261
usercpu_time_millis_testing
0.5069999999705033
usercpu_time_millis_testing
0.501999999983127
usercpu_time_millis_training
80.29600000003256
usercpu_time_millis_training
62.89499999996906
usercpu_time_millis_training
58.10800000000427
usercpu_time_millis_training
70.30300000002399
usercpu_time_millis_training
94.59199999997736
usercpu_time_millis_training
63.32300000002533
usercpu_time_millis_training
76.03000000000293
usercpu_time_millis_training
65.66799999995965
usercpu_time_millis_training
68.48600000000715
usercpu_time_millis_training
76.22099999997545
wall_clock_time_millis
80.80267906188965
wall_clock_time_millis
63.44413757324219
wall_clock_time_millis
58.67600440979004
wall_clock_time_millis
70.80888748168945
wall_clock_time_millis
95.41797637939453
wall_clock_time_millis
63.74382972717285
wall_clock_time_millis
76.45606994628906
wall_clock_time_millis
66.26439094543457
wall_clock_time_millis
69.05722618103027
wall_clock_time_millis
76.72786712646484
wall_clock_time_millis_testing
0.4649162292480469
wall_clock_time_millis_testing
0.4792213439941406
wall_clock_time_millis_testing
0.5099773406982422
wall_clock_time_millis_testing
0.4601478576660156
wall_clock_time_millis_testing
0.7650852203369141
wall_clock_time_millis_testing
0.41604042053222656
wall_clock_time_millis_testing
0.4258155822753906
wall_clock_time_millis_testing
0.5011558532714844
wall_clock_time_millis_testing
0.5090236663818359
wall_clock_time_millis_testing
0.5040168762207031
wall_clock_time_millis_training
80.3377628326416
wall_clock_time_millis_training
62.96491622924805
wall_clock_time_millis_training
58.1660270690918
wall_clock_time_millis_training
70.34873962402344
wall_clock_time_millis_training
94.65289115905762
wall_clock_time_millis_training
63.327789306640625
wall_clock_time_millis_training
76.03025436401367
wall_clock_time_millis_training
65.76323509216309
wall_clock_time_millis_training
68.54820251464844
wall_clock_time_millis_training
76.22385025024414
weighted_recall
0.9133858267716536 [0.953782,0.3125]
weighted_recall
0.9173228346456693 [0.962185,0.25]
weighted_recall
0.8937007874015748 [0.936975,0.25]
weighted_recall
0.8976377952755905 [0.941176,0.25]
weighted_recall
0.8853754940711462 [0.919831,0.375]
weighted_recall
0.9011857707509882 [0.953586,0.125]
weighted_recall
0.9051383399209486 [0.949367,0.25]
weighted_recall
0.8972332015810277 [0.932489,0.375]
weighted_recall
0.8814229249011858 [0.924051,0.25]
weighted_recall
0.9288537549407114 [0.966245,0.375]