3
19119
Python_3.10.4. Sklearn_1.2.dev0. NumPy_1.22.4. SciPy_1.8.1.
memory
null
19119
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "decisiontreeclassifier", "step_name": "decisiontreeclassifier"}}]
19119
verbose
false
19119
n_jobs
null
19120
remainder
"drop"
19120
sparse_threshold
0.3
19120
transformer_weights
null
19120
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer", "argument_1": {"oml-python:serialized_object": "function", "value": "openml.extensions.sklearn.cont"}}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder", "argument_1": {"oml-python:serialized_object": "function", "value": "openml.extensions.sklearn.cat"}}}]
19120
verbose
false
19120
verbose_feature_names_out
true
19120
add_indicator
false
19121
copy
true
19121
fill_value
null
19121
missing_values
NaN
19121
strategy
"mean"
19121
verbose
"deprecated"
19121
categories
"auto"
19122
drop
null
19122
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
19122
handle_unknown
"ignore"
19122
max_categories
null
19122
min_frequency
null
19122
sparse
true
19122
ccp_alpha
0.0
19123
class_weight
null
19123
criterion
"gini"
19123
max_depth
5
19123
max_features
null
19123
max_leaf_nodes
null
19123
min_impurity_decrease
0.0
19123
min_samples_leaf
1
19123
min_samples_split
2
19123
min_weight_fraction_leaf
0.0
19123
random_state
41781
19123
splitter
"second_best"
19123
openml-python
Sklearn_1.2.dev0.
usercpu_time_millis_training
45.74800000000012
usercpu_time_millis_training
36.47299999999998
usercpu_time_millis_training
35.4009999999998
usercpu_time_millis_training
34.76800000000013
usercpu_time_millis_training
44.25699999999999
usercpu_time_millis_training
43.80499999999987
usercpu_time_millis_training
43.63800000000006
usercpu_time_millis_training
41.36000000000006
usercpu_time_millis_training
34.96999999999994
usercpu_time_millis_training
34.21399999999997
wall_clock_time_millis_training
45.87411880493164
wall_clock_time_millis_training
36.602020263671875
wall_clock_time_millis_training
35.58206558227539
wall_clock_time_millis_training
34.918785095214844
wall_clock_time_millis_training
44.714927673339844
wall_clock_time_millis_training
44.207096099853516
wall_clock_time_millis_training
44.0521240234375
wall_clock_time_millis_training
41.71872138977051
wall_clock_time_millis_training
35.05420684814453
wall_clock_time_millis_training
34.25717353820801
usercpu_time_millis_testing
9.317000000000242
usercpu_time_millis_testing
7.911000000000001
usercpu_time_millis_testing
7.676999999999712
usercpu_time_millis_testing
8.567000000000213
usercpu_time_millis_testing
10.165999999999897
usercpu_time_millis_testing
10.053999999999785
usercpu_time_millis_testing
9.542999999999857
usercpu_time_millis_testing
10.228000000000126
usercpu_time_millis_testing
7.957000000000214
usercpu_time_millis_testing
7.709000000000188
usercpu_time_millis
55.06500000000036
usercpu_time_millis
44.38399999999998
usercpu_time_millis
43.077999999999506
usercpu_time_millis
43.33500000000034
usercpu_time_millis
54.42299999999989
usercpu_time_millis
53.858999999999654
usercpu_time_millis
53.18099999999992
usercpu_time_millis
51.58800000000019
usercpu_time_millis
42.927000000000156
usercpu_time_millis
41.92300000000016
wall_clock_time_millis_testing
9.361982345581055
wall_clock_time_millis_testing
7.927179336547852
wall_clock_time_millis_testing
7.678985595703125
wall_clock_time_millis_testing
8.703947067260742
wall_clock_time_millis_testing
10.341167449951172
wall_clock_time_millis_testing
10.120868682861328
wall_clock_time_millis_testing
9.584903717041016
wall_clock_time_millis_testing
10.433197021484375
wall_clock_time_millis_testing
7.980823516845703
wall_clock_time_millis_testing
7.734775543212891
wall_clock_time_millis
55.236101150512695
wall_clock_time_millis
44.52919960021973
wall_clock_time_millis
43.261051177978516
wall_clock_time_millis
43.622732162475586
wall_clock_time_millis
55.056095123291016
wall_clock_time_millis
54.327964782714844
wall_clock_time_millis
53.637027740478516
wall_clock_time_millis
52.15191841125488
wall_clock_time_millis
43.035030364990234
wall_clock_time_millis
41.9919490814209
predictive_accuracy
0.9375
predictive_accuracy
0.93125
predictive_accuracy
0.93125
predictive_accuracy
0.959375
predictive_accuracy
0.940625
predictive_accuracy
0.94375
predictive_accuracy
0.9247648902821317
predictive_accuracy
0.9341692789968652
predictive_accuracy
0.9529780564263323
predictive_accuracy
0.9529780564263323