24
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, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21]}}]
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
"mae"
9667
init
null
9667
learning_rate
0.0003552904286943728
9667
loss
"deviance"
9667
max_depth
9
9667
max_features
0.4616717074230815
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.15886331111136365
9667
min_impurity_split
null
9667
min_samples_leaf
6
9667
min_samples_split
19
9667
min_weight_fraction_leaf
0.48896638966661393
9667
n_estimators
1347
9667
n_iter_no_change
1677
9667
presort
"auto"
9667
random_state
61024
9667
subsample
0.8079652561247601
9667
tol
0.08566509680045067
9667
validation_fraction
0.30578173046476376
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
909336.3101940004
usercpu_time_millis_training
920954.9090290002
usercpu_time_millis_training
916363.955498
usercpu_time_millis_training
915903.1522570003
usercpu_time_millis_training
912906.8483890005
usercpu_time_millis_training
909299.0714770004
usercpu_time_millis_training
911187.6417650001
usercpu_time_millis_training
917056.5607750013
usercpu_time_millis_training
916937.330611001
usercpu_time_millis_training
916045.1675900003
usercpu_time_millis_testing
18.54435499990359
usercpu_time_millis_testing
17.384315999152022
usercpu_time_millis_testing
23.175984000772587
usercpu_time_millis_testing
16.81295300113561
usercpu_time_millis_testing
18.26110199908726
usercpu_time_millis_testing
17.758310999852256
usercpu_time_millis_testing
21.70474699960323
usercpu_time_millis_testing
17.510551000668784
usercpu_time_millis_testing
18.193509000411723
usercpu_time_millis_testing
20.428833002370084
usercpu_time_millis
909354.8545490003
usercpu_time_millis
920972.2933449993
usercpu_time_millis
916387.1314820008
usercpu_time_millis
915919.9652100015
usercpu_time_millis
912925.1094909996
usercpu_time_millis
909316.8297880002
usercpu_time_millis
911209.3465119996
usercpu_time_millis
917074.071326002
usercpu_time_millis
916955.5241200014
usercpu_time_millis
916065.5964230027
predictive_accuracy
0.7896678966789668
predictive_accuracy
0.7589175891758918
predictive_accuracy
0.8118081180811808
predictive_accuracy
0.8228782287822878
predictive_accuracy
0.7721674876847291
predictive_accuracy
0.7894088669950738
predictive_accuracy
0.7536945812807881
predictive_accuracy
0.7684729064039408
predictive_accuracy
0.7807881773399015
predictive_accuracy
0.7401477832512315