9985
19039
Python_3.7.12. Sklearn_1.0.1. NumPy_1.19.5. SciPy_1.4.1.
memory
null
19039
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"}}]
19039
verbose
false
19039
n_jobs
null
19031
remainder
"drop"
19031
sparse_threshold
0.3
19031
transformer_weights
null
19031
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"}}}]
19031
verbose
false
19031
verbose_feature_names_out
true
19031
add_indicator
false
19032
copy
true
19032
fill_value
null
19032
missing_values
NaN
19032
strategy
"most_frequent"
19032
verbose
0
19032
categories
"auto"
19033
drop
null
19033
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
19033
handle_unknown
"ignore"
19033
sparse
true
19033
ccp_alpha
0.0
19040
criterion
"friedman_mse"
19040
init
null
19040
learning_rate
0.6162618271339017
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
1513
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
120
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
11
19040
random_state
59211
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.3386618518647336
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
10699.002536999615
usercpu_time_millis_training
8963.093245998607
usercpu_time_millis_training
12465.999097999884
usercpu_time_millis_training
11942.327823999221
usercpu_time_millis_training
11094.972399001563
usercpu_time_millis_training
11337.241735000134
usercpu_time_millis_training
14341.263859998435
usercpu_time_millis_training
9553.65669800085
usercpu_time_millis_training
11915.071880997857
usercpu_time_millis_training
11975.763094997092
wall_clock_time_millis_training
10865.471124649048
wall_clock_time_millis_training
9168.114185333252
wall_clock_time_millis_training
12723.091125488281
wall_clock_time_millis_training
12189.20111656189
wall_clock_time_millis_training
11274.068832397461
wall_clock_time_millis_training
11581.91990852356
wall_clock_time_millis_training
14615.503072738647
wall_clock_time_millis_training
9753.822088241577
wall_clock_time_millis_training
12100.294828414917
wall_clock_time_millis_training
12156.992435455322
usercpu_time_millis_testing
11.984451000898844
usercpu_time_millis_testing
11.818703002063558
usercpu_time_millis_testing
12.062214998877607
usercpu_time_millis_testing
12.11347000207752
usercpu_time_millis_testing
11.760609999328153
usercpu_time_millis_testing
12.645927999983542
usercpu_time_millis_testing
12.775109000358498
usercpu_time_millis_testing
12.413240001478698
usercpu_time_millis_testing
12.06131499930052
usercpu_time_millis_testing
8.332132001669379
usercpu_time_millis
10710.986988000514
usercpu_time_millis
8974.91194900067
usercpu_time_millis
12478.061312998761
usercpu_time_millis
11954.441294001299
usercpu_time_millis
11106.73300900089
usercpu_time_millis
11349.887663000118
usercpu_time_millis
14354.038968998793
usercpu_time_millis
9566.069938002329
usercpu_time_millis
11927.133195997158
usercpu_time_millis
11984.095226998761
wall_clock_time_millis_testing
11.989355087280273
wall_clock_time_millis_testing
11.822938919067383
wall_clock_time_millis_testing
12.06660270690918
wall_clock_time_millis_testing
12.135505676269531
wall_clock_time_millis_testing
11.765241622924805
wall_clock_time_millis_testing
12.649297714233398
wall_clock_time_millis_testing
12.87078857421875
wall_clock_time_millis_testing
12.41755485534668
wall_clock_time_millis_testing
12.066364288330078
wall_clock_time_millis_testing
8.336544036865234
wall_clock_time_millis
10877.460479736328
wall_clock_time_millis
9179.93712425232
wall_clock_time_millis
12735.15772819519
wall_clock_time_millis
12201.33662223816
wall_clock_time_millis
11285.834074020386
wall_clock_time_millis
11594.569206237793
wall_clock_time_millis
14628.373861312866
wall_clock_time_millis
9766.239643096924
wall_clock_time_millis
12112.361192703247
wall_clock_time_millis
12165.328979492188
predictive_accuracy
0.5882352941176471
predictive_accuracy
0.5751633986928104
predictive_accuracy
0.5686274509803921
predictive_accuracy
0.5522875816993464
predictive_accuracy
0.5637254901960784
predictive_accuracy
0.5833333333333334
predictive_accuracy
0.5735294117647058
predictive_accuracy
0.5686274509803921
predictive_accuracy
0.5384615384615384
predictive_accuracy
0.5482815057283142