9967
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]}}, {"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
"mse"
9667
init
null
9667
learning_rate
0.01684016701344277
9667
loss
"deviance"
9667
max_depth
31
9667
max_features
0.5658823988110699
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.03471308549890384
9667
min_impurity_split
null
9667
min_samples_leaf
5
9667
min_samples_split
9
9667
min_weight_fraction_leaf
0.23552479823402206
9667
n_estimators
497
9667
n_iter_no_change
191
9667
presort
"auto"
9667
random_state
49449
9667
subsample
0.04137097174529347
9667
tol
5.471541880999782e-05
9667
validation_fraction
0.12712154359667305
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
474.6540919986728
usercpu_time_millis_training
436.0576889994263
usercpu_time_millis_training
409.81361899685
usercpu_time_millis_training
401.9030700001167
usercpu_time_millis_training
403.66617999825394
usercpu_time_millis_training
433.0508050006756
usercpu_time_millis_training
401.701121001679
usercpu_time_millis_training
403.78930399674573
usercpu_time_millis_training
404.2382500010717
usercpu_time_millis_training
408.8596180008608
usercpu_time_millis_testing
1.2906919982924592
usercpu_time_millis_testing
1.0791700005938765
usercpu_time_millis_testing
1.214436997543089
usercpu_time_millis_testing
1.0945329995593056
usercpu_time_millis_testing
1.166540001577232
usercpu_time_millis_testing
1.2278359972697217
usercpu_time_millis_testing
1.2680760009970982
usercpu_time_millis_testing
1.1144490017613862
usercpu_time_millis_testing
1.1057899973820895
usercpu_time_millis_testing
1.0984760010614991
usercpu_time_millis
475.94478399696527
usercpu_time_millis
437.1368590000202
usercpu_time_millis
411.02805599439307
usercpu_time_millis
402.997602999676
usercpu_time_millis
404.83271999983117
usercpu_time_millis
434.27864099794533
usercpu_time_millis
402.9691970026761
usercpu_time_millis
404.9037529985071
usercpu_time_millis
405.3440399984538
usercpu_time_millis
409.9580940019223
predictive_accuracy
0.717948717948718
predictive_accuracy
0.7216494845360825
predictive_accuracy
0.7474226804123711
predictive_accuracy
0.6855670103092784
predictive_accuracy
0.7061855670103093
predictive_accuracy
0.711340206185567
predictive_accuracy
0.7319587628865979
predictive_accuracy
0.7164948453608248
predictive_accuracy
0.7061855670103093
predictive_accuracy
0.7268041237113402