3494
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]}}]
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
"median"
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
"mae"
9667
init
null
9667
learning_rate
0.0006293535172856213
9667
loss
"deviance"
9667
max_depth
13
9667
max_features
0.15623590595791215
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.39865752987926895
9667
min_impurity_split
null
9667
min_samples_leaf
1
9667
min_samples_split
3
9667
min_weight_fraction_leaf
0.19098528120968056
9667
n_estimators
154
9667
n_iter_no_change
1975
9667
presort
"auto"
9667
random_state
52586
9667
subsample
0.6906285671742385
9667
tol
0.017231272849497842
9667
validation_fraction
0.7787693025334275
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
89.56412000406999
usercpu_time_millis_training
85.42454700364033
usercpu_time_millis_training
85.4127470011008
usercpu_time_millis_training
85.23712000169326
usercpu_time_millis_training
85.52905500255292
usercpu_time_millis_training
84.9526909951237
usercpu_time_millis_training
79.16120099980617
usercpu_time_millis_training
78.71716199588263
usercpu_time_millis_training
78.67577399883885
usercpu_time_millis_training
78.7044379976578
usercpu_time_millis_testing
1.7339550031465478
usercpu_time_millis_testing
1.7232649988727644
usercpu_time_millis_testing
1.7315479999524541
usercpu_time_millis_testing
1.70550899929367
usercpu_time_millis_testing
1.7222500027855858
usercpu_time_millis_testing
1.5903020030236803
usercpu_time_millis_testing
1.6041600028984249
usercpu_time_millis_testing
1.7682060060906224
usercpu_time_millis_testing
1.595441994140856
usercpu_time_millis_testing
1.589630999660585
usercpu_time_millis
91.29807500721654
usercpu_time_millis
87.14781200251309
usercpu_time_millis
87.14429500105325
usercpu_time_millis
86.94262900098693
usercpu_time_millis
87.25130500533851
usercpu_time_millis
86.54299299814738
usercpu_time_millis
80.7653610027046
usercpu_time_millis
80.48536800197326
usercpu_time_millis
80.2712159929797
usercpu_time_millis
80.29406899731839
predictive_accuracy
0.5178571428571429
predictive_accuracy
0.5178571428571429
predictive_accuracy
0.5178571428571429
predictive_accuracy
0.5178571428571429
predictive_accuracy
0.509090909090909
predictive_accuracy
0.509090909090909
predictive_accuracy
0.5272727272727272
predictive_accuracy
0.5272727272727272
predictive_accuracy
0.5272727272727272
predictive_accuracy
0.5272727272727272