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
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remainder
"drop"
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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
0.6348628830784597
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loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
277
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
18
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
15525
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.36348248221865664
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
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usercpu_time_millis_training
27440.5723029995
usercpu_time_millis_training
27237.557184998877
usercpu_time_millis_training
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usercpu_time_millis_training
26370.184110997798
usercpu_time_millis_training
26777.828868998768
usercpu_time_millis_training
25757.857197000703
usercpu_time_millis_training
25738.122039998416
wall_clock_time_millis_training
27847.480535507202
wall_clock_time_millis_training
27363.011598587036
wall_clock_time_millis_training
28105.38101196289
wall_clock_time_millis_training
27941.498041152954
wall_clock_time_millis_training
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wall_clock_time_millis_training
28127.24018096924
wall_clock_time_millis_training
26842.846393585205
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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usercpu_time_millis_testing
78.14002600207459
usercpu_time_millis_testing
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usercpu_time_millis_testing
76.04426000034437
usercpu_time_millis_testing
81.15400099995895
usercpu_time_millis_testing
78.92446799814934
usercpu_time_millis_testing
76.01677400089102
usercpu_time_millis_testing
78.59451300100773
usercpu_time_millis_testing
77.36190099967644
usercpu_time_millis_testing
76.02431600025739
usercpu_time_millis_testing
43.65810099989176
usercpu_time_millis
27488.29269900307
usercpu_time_millis
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usercpu_time_millis
27710.74182600205
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
25833.88151300096
usercpu_time_millis
25781.780140998308
wall_clock_time_millis_testing
78.25303077697754
wall_clock_time_millis_testing
79.2233943939209
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
81.1774730682373
wall_clock_time_millis_testing
80.27195930480957
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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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
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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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predictive_accuracy
0.9672178706121265
predictive_accuracy
0.9648970118944009
predictive_accuracy
0.9593849724398027
predictive_accuracy
0.9660574412532638
predictive_accuracy
0.9651871192341166
predictive_accuracy
0.963435867672664
predictive_accuracy
0.9640162507254788
predictive_accuracy
0.9689495066744052
predictive_accuracy
0.9666279744631456
predictive_accuracy
0.967498549042368