28
19037
Python_3.8.10. Sklearn_0.24.2. NumPy_1.17.4. SciPy_1.3.3.
memory
null
19037
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "gradientboostingclassifier", "step_name": "gradientboostingclassifier"}}]
19037
verbose
false
19037
n_jobs
null
18996
remainder
"drop"
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sparse_threshold
0.3
18996
transformer_weights
null
18996
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer", "argument_1": {"oml-python:serialized_object": "function", "value": "openml.extensions.sklearn.cont"}}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder", "argument_1": {"oml-python:serialized_object": "function", "value": "openml.extensions.sklearn.cat"}}}]
18996
verbose
false
18996
add_indicator
false
18819
copy
true
18819
fill_value
null
18819
missing_values
NaN
18819
strategy
"mean"
18819
verbose
0
18819
categories
"auto"
18997
drop
null
18997
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
18997
handle_unknown
"ignore"
18997
sparse
true
18997
ccp_alpha
0.0
19038
criterion
"friedman_mse"
19038
init
null
19038
learning_rate
0.6970632818429222
19038
loss
"deviance"
19038
max_depth
3
19038
max_features
null
19038
max_leaf_nodes
1026
19038
min_impurity_decrease
0.0
19038
min_impurity_split
null
19038
min_samples_leaf
125
19038
min_samples_split
2
19038
min_weight_fraction_leaf
0.0
19038
n_estimators
100
19038
n_iter_no_change
8
19038
random_state
46277
19038
subsample
1.0
19038
tol
0.0001
19038
validation_fraction
0.30202070829091854
19038
verbose
0
19038
warm_start
false
19038
openml-python
Sklearn_0.24.2.
usercpu_time_millis_training
4560.329848998663
usercpu_time_millis_training
4790.375263000897
usercpu_time_millis_training
4578.104754000378
usercpu_time_millis_training
4098.168549999173
usercpu_time_millis_training
5539.20216699953
usercpu_time_millis_training
5479.829366000558
usercpu_time_millis_training
5609.177469001224
usercpu_time_millis_training
4985.952760000146
usercpu_time_millis_training
5420.431066000674
usercpu_time_millis_training
5117.95536200043
wall_clock_time_millis_training
4575.326204299927
wall_clock_time_millis_training
4796.865940093994
wall_clock_time_millis_training
4587.629556655884
wall_clock_time_millis_training
4101.011037826538
wall_clock_time_millis_training
5541.488170623779
wall_clock_time_millis_training
5494.808673858643
wall_clock_time_millis_training
5610.134840011597
wall_clock_time_millis_training
4991.5406703948975
wall_clock_time_millis_training
5425.331830978394
wall_clock_time_millis_training
5121.643304824829
usercpu_time_millis_testing
6.12369999907969
usercpu_time_millis_testing
4.7904999992169905
usercpu_time_millis_testing
5.854299999555224
usercpu_time_millis_testing
5.614400000922615
usercpu_time_millis_testing
5.040100000769598
usercpu_time_millis_testing
5.142199999681907
usercpu_time_millis_testing
5.0878000001830515
usercpu_time_millis_testing
4.837599999518716
usercpu_time_millis_testing
5.210199999055476
usercpu_time_millis_testing
5.848499999046908
usercpu_time_millis
4566.4535489977425
usercpu_time_millis
4795.165763000114
usercpu_time_millis
4583.9590539999335
usercpu_time_millis
4103.782950000095
usercpu_time_millis
5544.2422670003
usercpu_time_millis
5484.97156600024
usercpu_time_millis
5614.265269001407
usercpu_time_millis
4990.790359999664
usercpu_time_millis
5425.6412659997295
usercpu_time_millis
5123.803861999477
wall_clock_time_millis_testing
6.126880645751953
wall_clock_time_millis_testing
4.793882369995117
wall_clock_time_millis_testing
5.861043930053711
wall_clock_time_millis_testing
5.619049072265625
wall_clock_time_millis_testing
5.042314529418945
wall_clock_time_millis_testing
5.145072937011719
wall_clock_time_millis_testing
5.091667175292969
wall_clock_time_millis_testing
4.850149154663086
wall_clock_time_millis_testing
5.213022232055664
wall_clock_time_millis_testing
5.851507186889648
wall_clock_time_millis
4581.453084945679
wall_clock_time_millis
4801.659822463989
wall_clock_time_millis
4593.4906005859375
wall_clock_time_millis
4106.630086898804
wall_clock_time_millis
5546.530485153198
wall_clock_time_millis
5499.953746795654
wall_clock_time_millis
5615.22650718689
wall_clock_time_millis
4996.390819549561
wall_clock_time_millis
5430.544853210449
wall_clock_time_millis
5127.494812011719
predictive_accuracy
0.9768683274021353
predictive_accuracy
0.9750889679715302
predictive_accuracy
0.9893238434163701
predictive_accuracy
0.9857651245551602
predictive_accuracy
0.9786476868327402
predictive_accuracy
0.9626334519572953
predictive_accuracy
0.9768683274021353
predictive_accuracy
0.9715302491103203
predictive_accuracy
0.9804270462633452
predictive_accuracy
0.9786476868327402