3896
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]}}, {"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
"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
2.2621391016836035e-05
9667
loss
"deviance"
9667
max_depth
1
9667
max_features
0.0504657679375865
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.20264690920761297
9667
min_impurity_split
null
9667
min_samples_leaf
20
9667
min_samples_split
19
9667
min_weight_fraction_leaf
0.29283880176318455
9667
n_estimators
352
9667
n_iter_no_change
1089
9667
presort
"auto"
9667
random_state
22576
9667
subsample
0.5400363233196263
9667
tol
0.009858755985582444
9667
validation_fraction
0.6078556924254033
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
384.85893700271845
usercpu_time_millis_training
371.560794999823
usercpu_time_millis_training
353.91425600028015
usercpu_time_millis_training
355.5563730005815
usercpu_time_millis_training
353.7374900006398
usercpu_time_millis_training
356.1009090008156
usercpu_time_millis_training
355.86935700121103
usercpu_time_millis_training
356.16268000012496
usercpu_time_millis_training
355.3696049966675
usercpu_time_millis_training
356.8892709990905
usercpu_time_millis_testing
2.1265080031298567
usercpu_time_millis_testing
1.880486001027748
usercpu_time_millis_testing
1.8298710019735154
usercpu_time_millis_testing
1.8297970018466003
usercpu_time_millis_testing
1.8949830009660218
usercpu_time_millis_testing
1.8360239992034622
usercpu_time_millis_testing
1.844917998823803
usercpu_time_millis_testing
1.8946470008813776
usercpu_time_millis_testing
1.847344003181206
usercpu_time_millis_testing
1.846323000791017
usercpu_time_millis
386.9854450058483
usercpu_time_millis
373.4412810008507
usercpu_time_millis
355.74412700225366
usercpu_time_millis
357.3861700024281
usercpu_time_millis
355.63247300160583
usercpu_time_millis
357.93693300001905
usercpu_time_millis
357.71427500003483
usercpu_time_millis
358.05732700100634
usercpu_time_millis
357.2169489998487
usercpu_time_millis
358.73559399988153
predictive_accuracy
0.75054704595186
predictive_accuracy
0.75054704595186
predictive_accuracy
0.7521929824561403
predictive_accuracy
0.7521929824561403
predictive_accuracy
0.7521929824561403
predictive_accuracy
0.7521929824561403
predictive_accuracy
0.7521929824561403
predictive_accuracy
0.7521929824561403
predictive_accuracy
0.7521929824561403
predictive_accuracy
0.7521929824561403