9977
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, 8, 9, 10, 11, 12, 13, 16, 17, 18, 19, 20, 21, 24, 25, 26, 27, 28, 29, 32, 33, 34, 35, 36, 37, 40, 41, 42, 43, 44, 45, 48, 49, 50, 51, 52, 53, 56, 57, 58, 59, 60, 61, 64, 65, 66, 67, 68, 69, 72, 73, 74, 75, 76, 77, 80, 81, 82, 83, 84, 85, 88, 89, 90, 92, 93, 94, 96, 97, 98, 100, 101, 102, 104, 105, 106, 108, 109, 110, 112, 113, 114, 116, 117]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "argument_1": [6, 7, 14, 15, 22, 23, 30, 31, 38, 39, 46, 47, 54, 55, 62, 63, 70, 71, 78, 79, 86, 87, 91, 95, 99, 103, 107, 111, 115]}}]
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
"friedman_mse"
9667
init
null
9667
learning_rate
0.00011151444463180616
9667
loss
"deviance"
9667
max_depth
9
9667
max_features
0.2380304205955961
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.10483714385793608
9667
min_impurity_split
null
9667
min_samples_leaf
14
9667
min_samples_split
5
9667
min_weight_fraction_leaf
0.4176629558589919
9667
n_estimators
94
9667
n_iter_no_change
151
9667
presort
"auto"
9667
random_state
28827
9667
subsample
0.9830958630983319
9667
tol
0.021090560472266935
9667
validation_fraction
0.7097542282780103
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
1095.6920419994276
usercpu_time_millis_training
1107.8543770054239
usercpu_time_millis_training
1058.9519610002753
usercpu_time_millis_training
1112.2379009975703
usercpu_time_millis_training
1107.2014949968434
usercpu_time_millis_training
1109.510208996653
usercpu_time_millis_training
1107.584228993801
usercpu_time_millis_training
1059.7863310031244
usercpu_time_millis_training
1113.4799930005101
usercpu_time_millis_training
1065.4079630039632
usercpu_time_millis_testing
23.661603998334613
usercpu_time_millis_testing
23.694357005297206
usercpu_time_millis_testing
23.455885995645076
usercpu_time_millis_testing
23.496857997088227
usercpu_time_millis_testing
23.733237001579255
usercpu_time_millis_testing
23.38341699942248
usercpu_time_millis_testing
23.375557000690605
usercpu_time_millis_testing
22.922167998331133
usercpu_time_millis_testing
24.621379001473542
usercpu_time_millis_testing
23.122391998185776
usercpu_time_millis
1119.3536459977622
usercpu_time_millis
1131.548734010721
usercpu_time_millis
1082.4078469959204
usercpu_time_millis
1135.7347589946585
usercpu_time_millis
1130.9347319984226
usercpu_time_millis
1132.8936259960756
usercpu_time_millis
1130.9597859944915
usercpu_time_millis
1082.7084990014555
usercpu_time_millis
1138.1013720019837
usercpu_time_millis
1088.530355002149
predictive_accuracy
0.7145343777197564
predictive_accuracy
0.7142442703800406
predictive_accuracy
0.7142442703800406
predictive_accuracy
0.7142442703800406
predictive_accuracy
0.7142442703800406
predictive_accuracy
0.71445153801509
predictive_accuracy
0.71445153801509
predictive_accuracy
0.71445153801509
predictive_accuracy
0.71445153801509
predictive_accuracy
0.71445153801509