10093
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
"median"
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
0.24730442013925666
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
85
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
154
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
17
19040
random_state
58427
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.15921477966381675
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
240.1357249999876
usercpu_time_millis_training
239.94397900000308
usercpu_time_millis_training
238.97318400000245
usercpu_time_millis_training
234.89333899999565
usercpu_time_millis_training
240.4707879999819
usercpu_time_millis_training
239.50057700000116
usercpu_time_millis_training
244.15827799998624
usercpu_time_millis_training
244.27844100000584
usercpu_time_millis_training
241.52270100000806
usercpu_time_millis_training
226.515758000005
wall_clock_time_millis_training
240.46587944030762
wall_clock_time_millis_training
252.14171409606934
wall_clock_time_millis_training
239.4108772277832
wall_clock_time_millis_training
249.81379508972168
wall_clock_time_millis_training
255.63979148864746
wall_clock_time_millis_training
249.47595596313477
wall_clock_time_millis_training
244.55714225769043
wall_clock_time_millis_training
246.8400001525879
wall_clock_time_millis_training
242.0032024383545
wall_clock_time_millis_training
227.83732414245605
usercpu_time_millis_testing
5.818519999991167
usercpu_time_millis_testing
6.448850000026596
usercpu_time_millis_testing
5.872156000009454
usercpu_time_millis_testing
5.839208999987022
usercpu_time_millis_testing
5.763712999993231
usercpu_time_millis_testing
6.306207999983826
usercpu_time_millis_testing
5.809588000005306
usercpu_time_millis_testing
5.574695000007068
usercpu_time_millis_testing
5.673160000014832
usercpu_time_millis_testing
3.809448999987808
usercpu_time_millis
245.95424499997876
usercpu_time_millis
246.39282900002968
usercpu_time_millis
244.8453400000119
usercpu_time_millis
240.73254799998267
usercpu_time_millis
246.23450099997513
usercpu_time_millis
245.80678499998498
usercpu_time_millis
249.96786599999155
usercpu_time_millis
249.8531360000129
usercpu_time_millis
247.1958610000229
usercpu_time_millis
230.32520699999282
wall_clock_time_millis_testing
5.82575798034668
wall_clock_time_millis_testing
6.454706192016602
wall_clock_time_millis_testing
5.878210067749023
wall_clock_time_millis_testing
5.919456481933594
wall_clock_time_millis_testing
5.9032440185546875
wall_clock_time_millis_testing
6.324052810668945
wall_clock_time_millis_testing
5.815267562866211
wall_clock_time_millis_testing
5.579710006713867
wall_clock_time_millis_testing
5.67936897277832
wall_clock_time_millis_testing
3.8144588470458984
wall_clock_time_millis
246.2916374206543
wall_clock_time_millis
258.59642028808594
wall_clock_time_millis
245.28908729553223
wall_clock_time_millis
255.73325157165527
wall_clock_time_millis
261.54303550720215
wall_clock_time_millis
255.8000087738037
wall_clock_time_millis
250.37240982055664
wall_clock_time_millis
252.41971015930176
wall_clock_time_millis
247.6825714111328
wall_clock_time_millis
231.65178298950195
predictive_accuracy
0.9927536231884058
predictive_accuracy
1.0
predictive_accuracy
0.9927007299270073
predictive_accuracy
0.9927007299270073
predictive_accuracy
1.0
predictive_accuracy
0.9927007299270073
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
0.9927007299270073
predictive_accuracy
1.0