9985
19039
Python_3.7.12. Sklearn_1.0.1. NumPy_1.19.5. SciPy_1.4.1.
memory
null
19039
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "gradientboostingclassifier", "step_name": "gradientboostingclassifier"}}]
19039
verbose
false
19039
n_jobs
null
19031
remainder
"drop"
19031
sparse_threshold
0.3
19031
transformer_weights
null
19031
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"}}}]
19031
verbose
false
19031
verbose_feature_names_out
true
19031
add_indicator
false
19032
copy
true
19032
fill_value
null
19032
missing_values
NaN
19032
strategy
"most_frequent"
19032
verbose
0
19032
categories
"auto"
19033
drop
null
19033
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
19033
handle_unknown
"ignore"
19033
sparse
true
19033
ccp_alpha
0.0
19040
criterion
"friedman_mse"
19040
init
null
19040
learning_rate
0.7945172854671253
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
86
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
38
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
14
19040
random_state
48265
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.14555042582441097
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
11803.790654001205
usercpu_time_millis_training
14917.567840002448
usercpu_time_millis_training
6990.097384001274
usercpu_time_millis_training
12149.782059001154
usercpu_time_millis_training
15526.096931997017
usercpu_time_millis_training
17245.0573060014
usercpu_time_millis_training
11410.950092998974
usercpu_time_millis_training
16915.220999002486
usercpu_time_millis_training
13524.12542300226
usercpu_time_millis_training
5379.895681999187
wall_clock_time_millis_training
12036.676406860352
wall_clock_time_millis_training
15207.64684677124
wall_clock_time_millis_training
7130.199670791626
wall_clock_time_millis_training
12401.742458343506
wall_clock_time_millis_training
15846.986770629883
wall_clock_time_millis_training
17567.997455596924
wall_clock_time_millis_training
11605.280876159668
wall_clock_time_millis_training
17237.72668838501
wall_clock_time_millis_training
13799.588441848755
wall_clock_time_millis_training
5426.827907562256
usercpu_time_millis_testing
11.215057002118556
usercpu_time_millis_testing
11.921005003387108
usercpu_time_millis_testing
9.943387998646358
usercpu_time_millis_testing
11.872160001075827
usercpu_time_millis_testing
11.907652999070706
usercpu_time_millis_testing
12.588560999574838
usercpu_time_millis_testing
11.001334001775831
usercpu_time_millis_testing
12.479226999857929
usercpu_time_millis_testing
11.669708997942507
usercpu_time_millis_testing
6.399206002242863
usercpu_time_millis
11815.005711003323
usercpu_time_millis
14929.488845005835
usercpu_time_millis
7000.04077199992
usercpu_time_millis
12161.65421900223
usercpu_time_millis
15538.004584996088
usercpu_time_millis
17257.645867000974
usercpu_time_millis
11421.95142700075
usercpu_time_millis
16927.700226002344
usercpu_time_millis
13535.795132000203
usercpu_time_millis
5386.29488800143
wall_clock_time_millis_testing
11.220693588256836
wall_clock_time_millis_testing
11.925220489501953
wall_clock_time_millis_testing
9.965181350708008
wall_clock_time_millis_testing
11.91258430480957
wall_clock_time_millis_testing
11.912107467651367
wall_clock_time_millis_testing
12.595176696777344
wall_clock_time_millis_testing
11.007308959960938
wall_clock_time_millis_testing
16.23082160949707
wall_clock_time_millis_testing
11.779069900512695
wall_clock_time_millis_testing
6.402492523193359
wall_clock_time_millis
12047.897100448608
wall_clock_time_millis
15219.572067260742
wall_clock_time_millis
7140.164852142334
wall_clock_time_millis
12413.655042648315
wall_clock_time_millis
15858.898878097534
wall_clock_time_millis
17580.5926322937
wall_clock_time_millis
11616.288185119629
wall_clock_time_millis
17253.957509994507
wall_clock_time_millis
13811.367511749268
wall_clock_time_millis
5433.230400085449
predictive_accuracy
0.576797385620915
predictive_accuracy
0.5915032679738562
predictive_accuracy
0.5686274509803921
predictive_accuracy
0.5735294117647058
predictive_accuracy
0.5473856209150327
predictive_accuracy
0.5784313725490197
predictive_accuracy
0.545751633986928
predictive_accuracy
0.5947712418300654
predictive_accuracy
0.5646481178396072
predictive_accuracy
0.5597381342062193