28
19090
Python_3.7.12. Sklearn_0.24.2. NumPy_1.19.5. SciPy_1.7.3.
memory
null
19090
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"}}]
19090
verbose
false
19090
add_indicator
false
18819
copy
true
18819
fill_value
null
18819
missing_values
NaN
18819
strategy
"mean"
18819
verbose
0
18819
ccp_alpha
0.0
18820
class_weight
null
18820
criterion
"gini"
18820
max_depth
null
18820
max_features
null
18820
max_leaf_nodes
null
18820
min_impurity_decrease
0.0
18820
min_impurity_split
null
18820
min_samples_leaf
1
18820
min_samples_split
2
18820
min_weight_fraction_leaf
0.0
18820
random_state
7755
18820
splitter
"best"
18820
openml-python
Sklearn_0.24.2.
usercpu_time_millis_training
192.65543900000637
usercpu_time_millis_training
193.9503070000086
usercpu_time_millis_training
221.55991699999333
usercpu_time_millis_training
209.41184900000565
usercpu_time_millis_training
185.37807100000236
usercpu_time_millis_training
192.55127699999264
usercpu_time_millis_training
191.1074970000044
usercpu_time_millis_training
188.78112599999497
usercpu_time_millis_training
194.28255299999364
usercpu_time_millis_training
189.4856490000052
wall_clock_time_millis_training
192.54183769226074
wall_clock_time_millis_training
193.88079643249512
wall_clock_time_millis_training
221.24099731445312
wall_clock_time_millis_training
209.28335189819336
wall_clock_time_millis_training
185.29462814331055
wall_clock_time_millis_training
191.83778762817383
wall_clock_time_millis_training
190.2909278869629
wall_clock_time_millis_training
187.93392181396484
wall_clock_time_millis_training
193.6945915222168
wall_clock_time_millis_training
188.9212131500244
usercpu_time_millis_testing
5.056512000010116
usercpu_time_millis_testing
9.7892869999896
usercpu_time_millis_testing
7.87941000000103
usercpu_time_millis_testing
4.605255000001307
usercpu_time_millis_testing
5.057905000001028
usercpu_time_millis_testing
5.094911000000479
usercpu_time_millis_testing
5.000322000000779
usercpu_time_millis_testing
5.216951000008407
usercpu_time_millis_testing
5.248513000012167
usercpu_time_millis_testing
5.303741999995282
usercpu_time_millis
197.71195100001648
usercpu_time_millis
203.7395939999982
usercpu_time_millis
229.43932699999436
usercpu_time_millis
214.01710400000695
usercpu_time_millis
190.4359760000034
usercpu_time_millis
197.64618799999312
usercpu_time_millis
196.10781900000518
usercpu_time_millis
193.99807700000338
usercpu_time_millis
199.5310660000058
usercpu_time_millis
194.78939100000048
wall_clock_time_millis_testing
5.068540573120117
wall_clock_time_millis_testing
9.79924201965332
wall_clock_time_millis_testing
7.89189338684082
wall_clock_time_millis_testing
4.616260528564453
wall_clock_time_millis_testing
5.068063735961914
wall_clock_time_millis_testing
5.117654800415039
wall_clock_time_millis_testing
5.011081695556641
wall_clock_time_millis_testing
5.2242279052734375
wall_clock_time_millis_testing
5.259513854980469
wall_clock_time_millis_testing
5.31458854675293
wall_clock_time_millis
197.61037826538086
wall_clock_time_millis
203.68003845214844
wall_clock_time_millis
229.13289070129395
wall_clock_time_millis
213.8996124267578
wall_clock_time_millis
190.36269187927246
wall_clock_time_millis
196.95544242858887
wall_clock_time_millis
195.30200958251953
wall_clock_time_millis
193.15814971923828
wall_clock_time_millis
198.95410537719727
wall_clock_time_millis
194.23580169677734
predictive_accuracy
0.891459074733096
predictive_accuracy
0.9181494661921709
predictive_accuracy
0.9092526690391459
predictive_accuracy
0.9039145907473309
predictive_accuracy
0.905693950177936
predictive_accuracy
0.895017793594306
predictive_accuracy
0.9128113879003559
predictive_accuracy
0.9217081850533808
predictive_accuracy
0.9199288256227758
predictive_accuracy
0.902135231316726