9977
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
0.09172496277343314
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
669
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
6
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
15
19040
random_state
23895
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.16709839264001514
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
35521.69498299918
usercpu_time_millis_training
35758.14360599907
usercpu_time_millis_training
36327.5646080001
usercpu_time_millis_training
36514.848132001134
usercpu_time_millis_training
35526.93272500073
usercpu_time_millis_training
35675.824896999984
usercpu_time_millis_training
35424.80236399933
usercpu_time_millis_training
35526.22378799788
usercpu_time_millis_training
36688.53454300188
usercpu_time_millis_training
36664.17748100139
wall_clock_time_millis_training
36138.06700706482
wall_clock_time_millis_training
36403.961420059204
wall_clock_time_millis_training
36978.33585739136
wall_clock_time_millis_training
37238.55924606323
wall_clock_time_millis_training
36212.24498748779
wall_clock_time_millis_training
36276.93843841553
wall_clock_time_millis_training
36087.2278213501
wall_clock_time_millis_training
36144.418239593506
wall_clock_time_millis_training
37421.88596725464
wall_clock_time_millis_training
37279.51908111572
usercpu_time_millis_testing
76.61893499971484
usercpu_time_millis_testing
82.87877699876844
usercpu_time_millis_testing
77.42374100052984
usercpu_time_millis_testing
79.28118499694392
usercpu_time_millis_testing
78.64715700088709
usercpu_time_millis_testing
80.98576400152524
usercpu_time_millis_testing
77.14149100138457
usercpu_time_millis_testing
78.9674150000792
usercpu_time_millis_testing
77.36263200058602
usercpu_time_millis_testing
46.26081500100554
usercpu_time_millis
35598.313917998894
usercpu_time_millis
35841.022382997835
usercpu_time_millis
36404.98834900063
usercpu_time_millis
36594.12931699808
usercpu_time_millis
35605.57988200162
usercpu_time_millis
35756.81066100151
usercpu_time_millis
35501.94385500072
usercpu_time_millis
35605.19120299796
usercpu_time_millis
36765.897175002465
usercpu_time_millis
36710.438296002394
wall_clock_time_millis_testing
77.15559005737305
wall_clock_time_millis_testing
92.19241142272949
wall_clock_time_millis_testing
77.47006416320801
wall_clock_time_millis_testing
83.10270309448242
wall_clock_time_millis_testing
81.79044723510742
wall_clock_time_millis_testing
81.27117156982422
wall_clock_time_millis_testing
77.2712230682373
wall_clock_time_millis_testing
79.79226112365723
wall_clock_time_millis_testing
77.49605178833008
wall_clock_time_millis_testing
46.32282257080078
wall_clock_time_millis
36215.22259712219
wall_clock_time_millis
36496.15383148193
wall_clock_time_millis
37055.805921554565
wall_clock_time_millis
37321.661949157715
wall_clock_time_millis
36294.0354347229
wall_clock_time_millis
36358.20960998535
wall_clock_time_millis
36164.499044418335
wall_clock_time_millis
36224.21050071716
wall_clock_time_millis
37499.38201904297
wall_clock_time_millis
37325.84190368652
predictive_accuracy
0.9564838990426457
predictive_accuracy
0.9596750797795184
predictive_accuracy
0.9538729329852045
predictive_accuracy
0.961995938497244
predictive_accuracy
0.9564838990426457
predictive_accuracy
0.9503772489843296
predictive_accuracy
0.9585026117237376
predictive_accuracy
0.9585026117237376
predictive_accuracy
0.9564712710388856
predictive_accuracy
0.9535693557748114