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
0.8501060391302641
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
1646
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
80
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
18
19040
random_state
18004
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.1305177253777599
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
6562.356723999983
usercpu_time_millis_training
4505.244611999842
usercpu_time_millis_training
4049.77626300024
usercpu_time_millis_training
5943.271804999313
usercpu_time_millis_training
7228.454621999845
usercpu_time_millis_training
4898.911408000458
usercpu_time_millis_training
6387.020040999232
usercpu_time_millis_training
3738.205618000393
usercpu_time_millis_training
3879.5699339998464
usercpu_time_millis_training
3768.1781009996484
wall_clock_time_millis_training
6667.189359664917
wall_clock_time_millis_training
4588.160514831543
wall_clock_time_millis_training
4163.288354873657
wall_clock_time_millis_training
6043.060064315796
wall_clock_time_millis_training
7383.010625839233
wall_clock_time_millis_training
4973.3641147613525
wall_clock_time_millis_training
6514.002323150635
wall_clock_time_millis_training
3818.1324005126953
wall_clock_time_millis_training
3936.5673065185547
wall_clock_time_millis_training
3818.99094581604
usercpu_time_millis_testing
8.518114000253263
usercpu_time_millis_testing
8.07414799965045
usercpu_time_millis_testing
7.422292000228481
usercpu_time_millis_testing
8.515006999914476
usercpu_time_millis_testing
8.495415999277611
usercpu_time_millis_testing
8.134953000080714
usercpu_time_millis_testing
8.492812000440608
usercpu_time_millis_testing
7.766083000205981
usercpu_time_millis_testing
7.350392000262218
usercpu_time_millis_testing
5.081123000309162
usercpu_time_millis
6570.874838000236
usercpu_time_millis
4513.318759999493
usercpu_time_millis
4057.1985550004683
usercpu_time_millis
5951.786811999227
usercpu_time_millis
7236.950037999122
usercpu_time_millis
4907.046361000539
usercpu_time_millis
6395.512852999673
usercpu_time_millis
3745.971701000599
usercpu_time_millis
3886.9203260001086
usercpu_time_millis
3773.2592239999576
wall_clock_time_millis_testing
8.590936660766602
wall_clock_time_millis_testing
8.08095932006836
wall_clock_time_millis_testing
7.427215576171875
wall_clock_time_millis_testing
8.530139923095703
wall_clock_time_millis_testing
8.50057601928711
wall_clock_time_millis_testing
8.151531219482422
wall_clock_time_millis_testing
8.499622344970703
wall_clock_time_millis_testing
7.771730422973633
wall_clock_time_millis_testing
7.355213165283203
wall_clock_time_millis_testing
5.08570671081543
wall_clock_time_millis
6675.780296325684
wall_clock_time_millis
4596.241474151611
wall_clock_time_millis
4170.715570449829
wall_clock_time_millis
6051.590204238892
wall_clock_time_millis
7391.5112018585205
wall_clock_time_millis
4981.515645980835
wall_clock_time_millis
6522.5019454956055
wall_clock_time_millis
3825.904130935669
wall_clock_time_millis
3943.922519683838
wall_clock_time_millis
3824.0766525268555
predictive_accuracy
0.9981684981684982
predictive_accuracy
0.989010989010989
predictive_accuracy
1.0
predictive_accuracy
0.9981684981684982
predictive_accuracy
0.9981684981684982
predictive_accuracy
1.0
predictive_accuracy
0.998165137614679
predictive_accuracy
0.998165137614679
predictive_accuracy
0.998165137614679
predictive_accuracy
0.998165137614679