10101
18995
Python_3.8.3. Sklearn_0.24.2. NumPy_1.21.2. SciPy_1.7.1.
memory
null
18995
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"}}]
18995
verbose
false
18995
n_jobs
null
18996
remainder
"drop"
18996
sparse_threshold
0.3
18996
transformer_weights
null
18996
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"}}}]
18996
verbose
false
18996
add_indicator
false
18819
copy
true
18819
fill_value
null
18819
missing_values
NaN
18819
strategy
"mean"
18819
verbose
0
18819
categories
"auto"
18997
drop
null
18997
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
18997
handle_unknown
"ignore"
18997
sparse
true
18997
ccp_alpha
0.0
18820
class_weight
null
18820
criterion
"gini"
18820
max_depth
1
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
31861
18820
splitter
"best"
18820
openml-python
Sklearn_0.24.2.
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0.0
usercpu_time_millis_training
0.0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0.0
usercpu_time_millis_training
0.0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0.0
usercpu_time_millis_training
0.0
usercpu_time_millis_training
15.625
wall_clock_time_millis_training
4.9991607666015625
wall_clock_time_millis_training
5.030393600463867
wall_clock_time_millis_training
6.000757217407227
wall_clock_time_millis_training
6.001710891723633
wall_clock_time_millis_training
5.001544952392578
wall_clock_time_millis_training
4.998207092285156
wall_clock_time_millis_training
4.998922348022461
wall_clock_time_millis_training
5.00178337097168
wall_clock_time_millis_training
5.99980354309082
wall_clock_time_millis_training
4.997730255126953
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis
15.625
usercpu_time_millis
0.0
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
0.0
usercpu_time_millis
0.0
usercpu_time_millis
15.625
usercpu_time_millis
0.0
usercpu_time_millis
0.0
usercpu_time_millis
15.625
wall_clock_time_millis_testing
1.9993782043457031
wall_clock_time_millis_testing
2.0003318786621094
wall_clock_time_millis_testing
1.9986629486083984
wall_clock_time_millis_testing
1.9986629486083984
wall_clock_time_millis_testing
1.9986629486083984
wall_clock_time_millis_testing
2.001523971557617
wall_clock_time_millis_testing
1.9998550415039062
wall_clock_time_millis_testing
1.9991397857666016
wall_clock_time_millis_testing
2.0706653594970703
wall_clock_time_millis_testing
2.000093460083008
wall_clock_time_millis
6.998538970947266
wall_clock_time_millis
7.030725479125977
wall_clock_time_millis
7.999420166015625
wall_clock_time_millis
8.000373840332031
wall_clock_time_millis
7.000207901000977
wall_clock_time_millis
6.999731063842773
wall_clock_time_millis
6.998777389526367
wall_clock_time_millis
7.000923156738281
wall_clock_time_millis
8.07046890258789
wall_clock_time_millis
6.997823715209961
predictive_accuracy
0.76
predictive_accuracy
0.76
predictive_accuracy
0.76
predictive_accuracy
0.76
predictive_accuracy
0.76
predictive_accuracy
0.76
predictive_accuracy
0.76
predictive_accuracy
0.76
predictive_accuracy
0.7702702702702703
predictive_accuracy
0.7702702702702703