9954
9666
memory
null
9666
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "variancethreshold", "step_name": "variancethreshold"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "gradientboostingclassifier", "step_name": "gradientboostingclassifier"}}]
9666
n_jobs
null
9606
remainder
"passthrough"
9606
sparse_threshold
0.3
9606
transformer_weights
null
9606
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "numeric", "step_name": "numeric", "argument_1": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "argument_1": []}}]
9606
memory
null
9607
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "imputer", "step_name": "imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
9607
axis
0
9608
copy
true
9608
missing_values
"NaN"
9608
strategy
"most_frequent"
9608
verbose
0
9608
copy
true
9609
with_mean
true
9609
with_std
true
9609
memory
null
9610
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}]
9610
copy
true
9559
fill_value
-1
9559
missing_values
NaN
9559
strategy
"constant"
9559
verbose
0
9559
categorical_features
null
9611
categories
null
9611
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
9611
handle_unknown
"ignore"
9611
n_values
null
9611
sparse
true
9611
threshold
0.0
9612
criterion
"mae"
9667
init
null
9667
learning_rate
0.05137392368878337
9667
loss
"deviance"
9667
max_depth
24
9667
max_features
0.5662748817841692
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max_leaf_nodes
null
9667
min_impurity_decrease
0.7955154390037621
9667
min_impurity_split
null
9667
min_samples_leaf
10
9667
min_samples_split
6
9667
min_weight_fraction_leaf
0.3025818696133903
9667
n_estimators
1364
9667
n_iter_no_change
1069
9667
presort
"auto"
9667
random_state
18223
9667
subsample
0.03244462863917141
9667
tol
0.001149931349584543
9667
validation_fraction
0.9183625363523829
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
376248.0241640005
usercpu_time_millis_training
376881.10699399933
usercpu_time_millis_training
375911.7939029993
usercpu_time_millis_training
375498.3513549996
usercpu_time_millis_training
375932.07686999993
usercpu_time_millis_training
375764.87847800035
usercpu_time_millis_training
375638.719994
usercpu_time_millis_training
374294.9715220002
usercpu_time_millis_training
375945.08876500005
usercpu_time_millis_training
376748.4584119993
usercpu_time_millis_testing
68.95445800000743
usercpu_time_millis_testing
70.73158300045179
usercpu_time_millis_testing
67.92464999944059
usercpu_time_millis_testing
63.259501999709755
usercpu_time_millis_testing
66.29042799977469
usercpu_time_millis_testing
66.49631200070871
usercpu_time_millis_testing
56.05201999969722
usercpu_time_millis_testing
65.33030699938536
usercpu_time_millis_testing
69.27364600051078
usercpu_time_millis_testing
66.84163200043258
usercpu_time_millis
376316.97862200055
usercpu_time_millis
376951.8385769998
usercpu_time_millis
375979.71855299873
usercpu_time_millis
375561.6108569993
usercpu_time_millis
375998.3672979997
usercpu_time_millis
375831.3747900011
usercpu_time_millis
375694.7720139997
usercpu_time_millis
374360.3018289996
usercpu_time_millis
376014.36241100053
usercpu_time_millis
376815.3000439997
predictive_accuracy
0.0125
predictive_accuracy
0.0125
predictive_accuracy
0.0125
predictive_accuracy
0.0125
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.0125
predictive_accuracy
0.0125