14967
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": [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]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "argument_1": [0, 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
"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
"mse"
9667
init
null
9667
learning_rate
3.933739437321965e-05
9667
loss
"deviance"
9667
max_depth
6
9667
max_features
0.5622659725753624
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.9163477915368022
9667
min_impurity_split
null
9667
min_samples_leaf
20
9667
min_samples_split
2
9667
min_weight_fraction_leaf
0.40689315654763586
9667
n_estimators
139
9667
n_iter_no_change
1495
9667
presort
"auto"
9667
random_state
17302
9667
subsample
0.3188154590750111
9667
tol
0.03566490579744208
9667
validation_fraction
0.06396564911610869
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
1663.2957959991472
usercpu_time_millis_training
1606.8515029983246
usercpu_time_millis_training
1728.3537359980983
usercpu_time_millis_training
1731.1700160025794
usercpu_time_millis_training
1879.9809679985628
usercpu_time_millis_training
1945.8997789988643
usercpu_time_millis_training
1607.6094080017356
usercpu_time_millis_training
1625.2665600004548
usercpu_time_millis_training
1751.2264420001884
usercpu_time_millis_training
1932.4769960003323
usercpu_time_millis_testing
3.1820730000617914
usercpu_time_millis_testing
3.170619998854818
usercpu_time_millis_testing
3.1919780012685806
usercpu_time_millis_testing
4.317838000133634
usercpu_time_millis_testing
5.272647998936009
usercpu_time_millis_testing
4.316344002290862
usercpu_time_millis_testing
3.2877960002224427
usercpu_time_millis_testing
3.165884001646191
usercpu_time_millis_testing
4.379058998893015
usercpu_time_millis_testing
4.361667000921443
usercpu_time_millis
1666.477868999209
usercpu_time_millis
1610.0221229971794
usercpu_time_millis
1731.5457139993669
usercpu_time_millis
1735.487854002713
usercpu_time_millis
1885.2536159974989
usercpu_time_millis
1950.2161230011552
usercpu_time_millis
1610.897204001958
usercpu_time_millis
1628.432444002101
usercpu_time_millis
1755.6055009990814
usercpu_time_millis
1936.8386630012537
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24372759856630824
predictive_accuracy
0.24372759856630824
predictive_accuracy
0.24372759856630824
predictive_accuracy
0.24372759856630824