3
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": []}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "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]}}]
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
"mean"
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
"friedman_mse"
9667
init
null
9667
learning_rate
1.3957097892186628e-05
9667
loss
"deviance"
9667
max_depth
10
9667
max_features
0.06799113392356682
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.30561686177205194
9667
min_impurity_split
null
9667
min_samples_leaf
2
9667
min_samples_split
15
9667
min_weight_fraction_leaf
0.2781796659794181
9667
n_estimators
93
9667
n_iter_no_change
214
9667
presort
"auto"
9667
random_state
35895
9667
subsample
0.04844691599273021
9667
tol
0.014060818708138786
9667
validation_fraction
0.5471121357044261
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
105.19194300286472
usercpu_time_millis_training
106.05330800171942
usercpu_time_millis_training
102.26228799729142
usercpu_time_millis_training
96.60129700205289
usercpu_time_millis_training
97.52320200641407
usercpu_time_millis_training
97.19945200049551
usercpu_time_millis_training
95.6339590047719
usercpu_time_millis_training
96.62485100125195
usercpu_time_millis_training
95.7233709996217
usercpu_time_millis_training
94.92323200538522
usercpu_time_millis_testing
5.563842001720332
usercpu_time_millis_testing
5.510491006134544
usercpu_time_millis_testing
5.143172005773522
usercpu_time_millis_testing
5.159391002962366
usercpu_time_millis_testing
5.071925996162463
usercpu_time_millis_testing
4.953962998115458
usercpu_time_millis_testing
5.117193999467418
usercpu_time_millis_testing
5.107755998324137
usercpu_time_millis_testing
5.041908996645361
usercpu_time_millis_testing
5.110648002300877
usercpu_time_millis
110.75578500458505
usercpu_time_millis
111.56379900785396
usercpu_time_millis
107.40546000306495
usercpu_time_millis
101.76068800501525
usercpu_time_millis
102.59512800257653
usercpu_time_millis
102.15341499861097
usercpu_time_millis
100.75115300423931
usercpu_time_millis
101.73260699957609
usercpu_time_millis
100.76527999626705
usercpu_time_millis
100.0338800076861
predictive_accuracy
0.521875
predictive_accuracy
0.521875
predictive_accuracy
0.521875
predictive_accuracy
0.521875
predictive_accuracy
0.521875
predictive_accuracy
0.521875
predictive_accuracy
0.5203761755485894
predictive_accuracy
0.5235109717868338
predictive_accuracy
0.5235109717868338
predictive_accuracy
0.5235109717868338