14
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
50545
18820
splitter
"best"
18820
openml-python
Sklearn_0.24.2.
usercpu_time_millis_training
15.625
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
usercpu_time_millis_training
15.625
usercpu_time_millis_training
31.25
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
wall_clock_time_millis_training
25.000572204589844
wall_clock_time_millis_training
24.999141693115234
wall_clock_time_millis_training
24.999618530273438
wall_clock_time_millis_training
23.999929428100586
wall_clock_time_millis_training
24.000167846679688
wall_clock_time_millis_training
23.999691009521484
wall_clock_time_millis_training
23.000001907348633
wall_clock_time_millis_training
24.001359939575195
wall_clock_time_millis_training
23.997068405151367
wall_clock_time_millis_training
23.989439010620117
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
15.625
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
31.25
usercpu_time_millis
31.25
usercpu_time_millis
31.25
usercpu_time_millis
15.625
usercpu_time_millis
31.25
usercpu_time_millis
31.25
usercpu_time_millis
15.625
usercpu_time_millis
31.25
usercpu_time_millis
31.25
wall_clock_time_millis_testing
2.0134449005126953
wall_clock_time_millis_testing
2.0003318786621094
wall_clock_time_millis_testing
2.000093460083008
wall_clock_time_millis_testing
2.0003318786621094
wall_clock_time_millis_testing
2.9861927032470703
wall_clock_time_millis_testing
1.9869804382324219
wall_clock_time_millis_testing
2.99072265625
wall_clock_time_millis_testing
3.0002593994140625
wall_clock_time_millis_testing
3.0128955841064453
wall_clock_time_millis_testing
2.9981136322021484
wall_clock_time_millis
27.01401710510254
wall_clock_time_millis
26.999473571777344
wall_clock_time_millis
26.999711990356445
wall_clock_time_millis
26.000261306762695
wall_clock_time_millis
26.986360549926758
wall_clock_time_millis
25.986671447753906
wall_clock_time_millis
25.990724563598633
wall_clock_time_millis
27.001619338989258
wall_clock_time_millis
27.009963989257812
wall_clock_time_millis
26.987552642822266
predictive_accuracy
0.18
predictive_accuracy
0.195
predictive_accuracy
0.195
predictive_accuracy
0.19
predictive_accuracy
0.19
predictive_accuracy
0.185
predictive_accuracy
0.19
predictive_accuracy
0.2
predictive_accuracy
0.19
predictive_accuracy
0.195