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
"mean"
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
0.21735106193121093
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
1833
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
147
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
9
19040
random_state
1683
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.19152510261834224
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
235.64319199999773
usercpu_time_millis_training
233.7685189999945
usercpu_time_millis_training
235.36411400000645
usercpu_time_millis_training
238.11093700000185
usercpu_time_millis_training
236.94912300000226
usercpu_time_millis_training
236.13708599999939
usercpu_time_millis_training
220.722729000002
usercpu_time_millis_training
222.75672799999313
usercpu_time_millis_training
235.34743300000116
usercpu_time_millis_training
224.84962400000086
wall_clock_time_millis_training
236.04297637939453
wall_clock_time_millis_training
234.24386978149414
wall_clock_time_millis_training
240.96322059631348
wall_clock_time_millis_training
242.02990531921387
wall_clock_time_millis_training
250.3335475921631
wall_clock_time_millis_training
238.53015899658203
wall_clock_time_millis_training
222.48029708862305
wall_clock_time_millis_training
223.85549545288086
wall_clock_time_millis_training
237.3049259185791
wall_clock_time_millis_training
228.29127311706543
usercpu_time_millis_testing
6.209036000001333
usercpu_time_millis_testing
5.792120000009504
usercpu_time_millis_testing
5.802558999988605
usercpu_time_millis_testing
6.12083399998653
usercpu_time_millis_testing
5.9852979999988065
usercpu_time_millis_testing
5.626250999995364
usercpu_time_millis_testing
5.994426000000885
usercpu_time_millis_testing
5.9445910000022195
usercpu_time_millis_testing
5.826970000001097
usercpu_time_millis_testing
5.607806999989862
usercpu_time_millis
241.85222799999906
usercpu_time_millis
239.56063900000402
usercpu_time_millis
241.16667299999506
usercpu_time_millis
244.23177099998838
usercpu_time_millis
242.93442100000107
usercpu_time_millis
241.76333699999475
usercpu_time_millis
226.7171550000029
usercpu_time_millis
228.70131899999535
usercpu_time_millis
241.17440300000226
usercpu_time_millis
230.45743099999072
wall_clock_time_millis_testing
6.213903427124023
wall_clock_time_millis_testing
5.797863006591797
wall_clock_time_millis_testing
5.8078765869140625
wall_clock_time_millis_testing
6.12640380859375
wall_clock_time_millis_testing
6.004571914672852
wall_clock_time_millis_testing
5.63359260559082
wall_clock_time_millis_testing
6.006002426147461
wall_clock_time_millis_testing
5.95545768737793
wall_clock_time_millis_testing
5.858182907104492
wall_clock_time_millis_testing
5.613088607788086
wall_clock_time_millis
242.25687980651855
wall_clock_time_millis
240.04173278808594
wall_clock_time_millis
246.77109718322754
wall_clock_time_millis
248.15630912780762
wall_clock_time_millis
256.33811950683594
wall_clock_time_millis
244.16375160217285
wall_clock_time_millis
228.4862995147705
wall_clock_time_millis
229.8109531402588
wall_clock_time_millis
243.1631088256836
wall_clock_time_millis
233.90436172485352
predictive_accuracy
0.9927536231884058
predictive_accuracy
1.0
predictive_accuracy
0.9927007299270073
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
0.9854014598540146
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
0.9927007299270073
predictive_accuracy
1.0