146820
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"
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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
15.625
usercpu_time_millis_training
0.0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0.0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0.0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0.0
wall_clock_time_millis_training
9.997367858886719
wall_clock_time_millis_training
8.997201919555664
wall_clock_time_millis_training
9.997129440307617
wall_clock_time_millis_training
8.997917175292969
wall_clock_time_millis_training
9.997367858886719
wall_clock_time_millis_training
10.01119613647461
wall_clock_time_millis_training
9.011268615722656
wall_clock_time_millis_training
9.002923965454102
wall_clock_time_millis_training
9.151935577392578
wall_clock_time_millis_training
9.999990463256836
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_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
0.0
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
0.0
usercpu_time_millis
15.625
usercpu_time_millis
0.0
wall_clock_time_millis_testing
2.0029544830322266
wall_clock_time_millis_testing
2.002716064453125
wall_clock_time_millis_testing
2.0029544830322266
wall_clock_time_millis_testing
2.0029544830322266
wall_clock_time_millis_testing
2.002716064453125
wall_clock_time_millis_testing
2.000570297241211
wall_clock_time_millis_testing
2.000093460083008
wall_clock_time_millis_testing
1.9991397857666016
wall_clock_time_millis_testing
2.1190643310546875
wall_clock_time_millis_testing
1.9996166229248047
wall_clock_time_millis
12.000322341918945
wall_clock_time_millis
10.999917984008789
wall_clock_time_millis
12.000083923339844
wall_clock_time_millis
11.000871658325195
wall_clock_time_millis
12.000083923339844
wall_clock_time_millis
12.01176643371582
wall_clock_time_millis
11.011362075805664
wall_clock_time_millis
11.002063751220703
wall_clock_time_millis
11.270999908447266
wall_clock_time_millis
11.99960708618164
predictive_accuracy
0.9462809917355371
predictive_accuracy
0.9462809917355371
predictive_accuracy
0.9462809917355371
predictive_accuracy
0.9462809917355371
predictive_accuracy
0.9462809917355371
predictive_accuracy
0.9462809917355371
predictive_accuracy
0.9462809917355371
predictive_accuracy
0.9462809917355371
predictive_accuracy
0.9442148760330579
predictive_accuracy
0.9461697722567288