9960
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
0.1851988705498385
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
1160
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
117
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
8910
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.3914918814257359
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
7351.663955000731
usercpu_time_millis_training
10155.100363999736
usercpu_time_millis_training
6787.910041000032
usercpu_time_millis_training
6557.590936999986
usercpu_time_millis_training
7465.334931000143
usercpu_time_millis_training
7635.321888000362
usercpu_time_millis_training
6017.379744000209
usercpu_time_millis_training
5154.422536999846
usercpu_time_millis_training
5140.896165999948
usercpu_time_millis_training
4686.049062000166
wall_clock_time_millis_training
7479.486703872681
wall_clock_time_millis_training
10358.531713485718
wall_clock_time_millis_training
6926.246404647827
wall_clock_time_millis_training
6654.675483703613
wall_clock_time_millis_training
7572.028636932373
wall_clock_time_millis_training
7771.73924446106
wall_clock_time_millis_training
6116.544246673584
wall_clock_time_millis_training
5251.595973968506
wall_clock_time_millis_training
5213.403940200806
wall_clock_time_millis_training
4757.463216781616
usercpu_time_millis_testing
9.71148499957053
usercpu_time_millis_testing
10.413764000077208
usercpu_time_millis_testing
9.4192340002337
usercpu_time_millis_testing
9.251626999684959
usercpu_time_millis_testing
9.142475999396993
usercpu_time_millis_testing
9.456736999709392
usercpu_time_millis_testing
9.136423999734689
usercpu_time_millis_testing
8.391454000047815
usercpu_time_millis_testing
8.563849999518425
usercpu_time_millis_testing
5.691854000360763
usercpu_time_millis
7361.375440000302
usercpu_time_millis
10165.514127999813
usercpu_time_millis
6797.329275000266
usercpu_time_millis
6566.842563999671
usercpu_time_millis
7474.47740699954
usercpu_time_millis
7644.778625000072
usercpu_time_millis
6026.516167999944
usercpu_time_millis
5162.813990999894
usercpu_time_millis
5149.460015999466
usercpu_time_millis
4691.740916000526
wall_clock_time_millis_testing
9.803295135498047
wall_clock_time_millis_testing
10.419607162475586
wall_clock_time_millis_testing
9.425878524780273
wall_clock_time_millis_testing
9.257078170776367
wall_clock_time_millis_testing
9.148120880126953
wall_clock_time_millis_testing
9.462118148803711
wall_clock_time_millis_testing
9.142875671386719
wall_clock_time_millis_testing
8.396387100219727
wall_clock_time_millis_testing
8.569478988647461
wall_clock_time_millis_testing
5.696535110473633
wall_clock_time_millis
7489.289999008179
wall_clock_time_millis
10368.951320648193
wall_clock_time_millis
6935.672283172607
wall_clock_time_millis
6663.93256187439
wall_clock_time_millis
7581.1767578125
wall_clock_time_millis
7781.201362609863
wall_clock_time_millis
6125.687122344971
wall_clock_time_millis
5259.992361068726
wall_clock_time_millis
5221.973419189453
wall_clock_time_millis
4763.15975189209
predictive_accuracy
0.9963369963369964
predictive_accuracy
0.989010989010989
predictive_accuracy
0.9945054945054945
predictive_accuracy
0.9963369963369964
predictive_accuracy
1.0
predictive_accuracy
0.9963369963369964
predictive_accuracy
0.9963302752293578
predictive_accuracy
0.9963302752293578
predictive_accuracy
0.998165137614679
predictive_accuracy
0.9963302752293578