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
"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
0.21533826095545258
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
1029
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
51
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
1
19040
random_state
4504
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.2792312813836573
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
134.55612199999223
usercpu_time_millis_training
171.65260999999532
usercpu_time_millis_training
75.98971299999846
usercpu_time_millis_training
96.39561800000251
usercpu_time_millis_training
93.42376400000774
usercpu_time_millis_training
209.936354000007
usercpu_time_millis_training
115.94839900000409
usercpu_time_millis_training
120.32247999999868
usercpu_time_millis_training
107.60044399999913
usercpu_time_millis_training
123.48429099999692
wall_clock_time_millis_training
141.2670612335205
wall_clock_time_millis_training
182.04617500305176
wall_clock_time_millis_training
78.50861549377441
wall_clock_time_millis_training
102.32877731323242
wall_clock_time_millis_training
108.02268981933594
wall_clock_time_millis_training
210.32452583312988
wall_clock_time_millis_training
116.8975830078125
wall_clock_time_millis_training
120.70131301879883
wall_clock_time_millis_training
112.15090751647949
wall_clock_time_millis_training
128.4956932067871
usercpu_time_millis_testing
5.6089569999926425
usercpu_time_millis_testing
5.932689999994523
usercpu_time_millis_testing
5.417682000000923
usercpu_time_millis_testing
5.525587999997583
usercpu_time_millis_testing
5.759040000000937
usercpu_time_millis_testing
5.6706059999953595
usercpu_time_millis_testing
5.514407999996251
usercpu_time_millis_testing
5.6234719999963545
usercpu_time_millis_testing
5.5051679999991165
usercpu_time_millis_testing
3.6257090000049175
usercpu_time_millis
140.16507899998487
usercpu_time_millis
177.58529999998984
usercpu_time_millis
81.40739499999938
usercpu_time_millis
101.9212060000001
usercpu_time_millis
99.18280400000867
usercpu_time_millis
215.60696000000235
usercpu_time_millis
121.46280700000034
usercpu_time_millis
125.94595199999503
usercpu_time_millis
113.10561199999825
usercpu_time_millis
127.11000000000183
wall_clock_time_millis_testing
5.615234375
wall_clock_time_millis_testing
5.939006805419922
wall_clock_time_millis_testing
5.424261093139648
wall_clock_time_millis_testing
5.53131103515625
wall_clock_time_millis_testing
5.764484405517578
wall_clock_time_millis_testing
5.676507949829102
wall_clock_time_millis_testing
5.519866943359375
wall_clock_time_millis_testing
5.629062652587891
wall_clock_time_millis_testing
5.510568618774414
wall_clock_time_millis_testing
3.629922866821289
wall_clock_time_millis
146.8822956085205
wall_clock_time_millis
187.98518180847168
wall_clock_time_millis
83.93287658691406
wall_clock_time_millis
107.86008834838867
wall_clock_time_millis
113.78717422485352
wall_clock_time_millis
216.00103378295898
wall_clock_time_millis
122.41744995117188
wall_clock_time_millis
126.33037567138672
wall_clock_time_millis
117.6614761352539
wall_clock_time_millis
132.1256160736084
predictive_accuracy
0.9927536231884058
predictive_accuracy
1.0
predictive_accuracy
0.9927007299270073
predictive_accuracy
0.9854014598540146
predictive_accuracy
0.9927007299270073
predictive_accuracy
0.9927007299270073
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
0.9927007299270073
predictive_accuracy
0.9927007299270073