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
0.42173017897310605
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
816
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
161
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
12
19040
random_state
22738
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.034423708349371605
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
8394.842886999868
usercpu_time_millis_training
7924.680749999425
usercpu_time_millis_training
8406.600945000719
usercpu_time_millis_training
9324.630313999478
usercpu_time_millis_training
10949.34734799972
usercpu_time_millis_training
9011.34872900002
usercpu_time_millis_training
8989.178652999726
usercpu_time_millis_training
7592.545267000787
usercpu_time_millis_training
7776.305169000807
usercpu_time_millis_training
7585.339300999294
wall_clock_time_millis_training
8534.848690032959
wall_clock_time_millis_training
8093.400478363037
wall_clock_time_millis_training
8566.955089569092
wall_clock_time_millis_training
9475.951671600342
wall_clock_time_millis_training
11189.079999923706
wall_clock_time_millis_training
9197.638988494873
wall_clock_time_millis_training
9160.55178642273
wall_clock_time_millis_training
7722.3358154296875
wall_clock_time_millis_training
7923.194646835327
wall_clock_time_millis_training
7692.103624343872
usercpu_time_millis_testing
8.961612999883073
usercpu_time_millis_testing
8.838392000143358
usercpu_time_millis_testing
9.037789999638335
usercpu_time_millis_testing
9.317897000073572
usercpu_time_millis_testing
9.492569000030926
usercpu_time_millis_testing
9.46047399975214
usercpu_time_millis_testing
8.967676999418472
usercpu_time_millis_testing
8.346320000782725
usercpu_time_millis_testing
8.586353000282543
usercpu_time_millis_testing
5.820115999995323
usercpu_time_millis
8403.804499999751
usercpu_time_millis
7933.519141999568
usercpu_time_millis
8415.638735000357
usercpu_time_millis
9333.948210999552
usercpu_time_millis
10958.83991699975
usercpu_time_millis
9020.809202999772
usercpu_time_millis
8998.146329999145
usercpu_time_millis
7600.89158700157
usercpu_time_millis
7784.8915220010895
usercpu_time_millis
7591.1594169992895
wall_clock_time_millis_testing
8.96763801574707
wall_clock_time_millis_testing
8.844137191772461
wall_clock_time_millis_testing
9.05752182006836
wall_clock_time_millis_testing
9.324312210083008
wall_clock_time_millis_testing
9.49859619140625
wall_clock_time_millis_testing
9.46664810180664
wall_clock_time_millis_testing
8.974313735961914
wall_clock_time_millis_testing
8.35275650024414
wall_clock_time_millis_testing
8.59212875366211
wall_clock_time_millis_testing
5.826473236083984
wall_clock_time_millis
8543.816328048706
wall_clock_time_millis
8102.24461555481
wall_clock_time_millis
8576.01261138916
wall_clock_time_millis
9485.275983810425
wall_clock_time_millis
11198.578596115112
wall_clock_time_millis
9207.10563659668
wall_clock_time_millis
9169.526100158691
wall_clock_time_millis
7730.688571929932
wall_clock_time_millis
7931.786775588989
wall_clock_time_millis
7697.930097579956
predictive_accuracy
0.9981684981684982
predictive_accuracy
0.989010989010989
predictive_accuracy
1.0
predictive_accuracy
0.9981684981684982
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
0.998165137614679
predictive_accuracy
0.998165137614679
predictive_accuracy
1.0
predictive_accuracy
1.0