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"}}]
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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
0.046173067706112174
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
554
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
176
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
16
19040
random_state
5634
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.028664163806070363
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
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43824.2138079986
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43633.58759499897
usercpu_time_millis_training
43558.419359000254
usercpu_time_millis_training
43705.634366000595
usercpu_time_millis_training
44209.79806200194
usercpu_time_millis_training
44163.96212700056
usercpu_time_millis_training
43959.61429399904
usercpu_time_millis_training
44089.22565499961
usercpu_time_millis_training
44189.544667999144
usercpu_time_millis_training
44254.720715001895
wall_clock_time_millis_training
44575.92177391052
wall_clock_time_millis_training
44404.86216545105
wall_clock_time_millis_training
44338.685750961304
wall_clock_time_millis_training
44435.02974510193
wall_clock_time_millis_training
44980.28206825256
wall_clock_time_millis_training
44885.83517074585
wall_clock_time_millis_training
44737.14470863342
wall_clock_time_millis_training
44870.460748672485
wall_clock_time_millis_training
44929.466009140015
wall_clock_time_millis_training
45069.09990310669
usercpu_time_millis_testing
79.29178300037165
usercpu_time_millis_testing
76.11154600090231
usercpu_time_millis_testing
79.654698001832
usercpu_time_millis_testing
81.7689989999053
usercpu_time_millis_testing
79.67759900202509
usercpu_time_millis_testing
80.56539999961387
usercpu_time_millis_testing
76.50170399938361
usercpu_time_millis_testing
82.43681899693911
usercpu_time_millis_testing
79.32008100033272
usercpu_time_millis_testing
47.699278002255596
usercpu_time_millis
43903.505590998975
usercpu_time_millis
43709.69914099987
usercpu_time_millis
43638.074057002086
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
44036.11599799842
usercpu_time_millis
44171.66247399655
usercpu_time_millis
44268.86474899948
usercpu_time_millis
44302.41999300415
wall_clock_time_millis_testing
80.4145336151123
wall_clock_time_millis_testing
76.21121406555176
wall_clock_time_millis_testing
79.83040809631348
wall_clock_time_millis_testing
81.84695243835449
wall_clock_time_millis_testing
80.84774017333984
wall_clock_time_millis_testing
80.67846298217773
wall_clock_time_millis_testing
76.5523910522461
wall_clock_time_millis_testing
82.60512351989746
wall_clock_time_millis_testing
82.76748657226562
wall_clock_time_millis_testing
48.34699630737305
wall_clock_time_millis
44656.336307525635
wall_clock_time_millis
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wall_clock_time_millis
44418.51615905762
wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
45117.44689941406
predictive_accuracy
0.9512619669277633
predictive_accuracy
0.9547432550043516
predictive_accuracy
0.9437191760951552
predictive_accuracy
0.9576443284015086
predictive_accuracy
0.9495213228894691
predictive_accuracy
0.9463145676146256
predictive_accuracy
0.9500870574579222
predictive_accuracy
0.9558908879860708
predictive_accuracy
0.948636099825885
predictive_accuracy
0.944573418456181