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"
18996
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
0.9272730089071436
19038
loss
"deviance"
19038
max_depth
3
19038
max_features
null
19038
max_leaf_nodes
783
19038
min_impurity_decrease
0.0
19038
min_impurity_split
null
19038
min_samples_leaf
55
19038
min_samples_split
2
19038
min_weight_fraction_leaf
0.0
19038
n_estimators
100
19038
n_iter_no_change
10
19038
random_state
1530
19038
subsample
1.0
19038
tol
0.0001
19038
validation_fraction
0.010827374077257769
19038
verbose
0
19038
warm_start
false
19038
openml-python
Sklearn_0.24.2.
usercpu_time_millis_training
7016.083481999885
usercpu_time_millis_training
5635.852770001293
usercpu_time_millis_training
6875.815884999611
usercpu_time_millis_training
9255.481416999828
usercpu_time_millis_training
5783.949274000406
usercpu_time_millis_training
6091.102075999515
usercpu_time_millis_training
3345.5082410000614
usercpu_time_millis_training
6817.543183999078
usercpu_time_millis_training
1956.7502249992685
usercpu_time_millis_training
3991.0539499996958
wall_clock_time_millis_training
7040.881395339966
wall_clock_time_millis_training
5644.735813140869
wall_clock_time_millis_training
6898.261547088623
wall_clock_time_millis_training
9264.38570022583
wall_clock_time_millis_training
5790.234565734863
wall_clock_time_millis_training
6095.702171325684
wall_clock_time_millis_training
3347.379684448242
wall_clock_time_millis_training
6821.802854537964
wall_clock_time_millis_training
1956.8750858306885
wall_clock_time_millis_training
4000.622034072876
usercpu_time_millis_testing
4.661601000407245
usercpu_time_millis_testing
5.369600001358776
usercpu_time_millis_testing
4.629499999282416
usercpu_time_millis_testing
5.606400000033318
usercpu_time_millis_testing
4.95260000025155
usercpu_time_millis_testing
4.475899999306421
usercpu_time_millis_testing
4.820099999051308
usercpu_time_millis_testing
4.783700000189128
usercpu_time_millis_testing
5.385201000535744
usercpu_time_millis_testing
3.8254999999480788
usercpu_time_millis
7020.745083000293
usercpu_time_millis
5641.222370002652
usercpu_time_millis
6880.445384998893
usercpu_time_millis
9261.087816999861
usercpu_time_millis
5788.901874000658
usercpu_time_millis
6095.577975998822
usercpu_time_millis
3350.3283409991127
usercpu_time_millis
6822.326883999267
usercpu_time_millis
1962.1354259998043
usercpu_time_millis
3994.879449999644
wall_clock_time_millis_testing
4.664421081542969
wall_clock_time_millis_testing
5.373954772949219
wall_clock_time_millis_testing
4.632472991943359
wall_clock_time_millis_testing
5.608797073364258
wall_clock_time_millis_testing
4.954814910888672
wall_clock_time_millis_testing
4.480123519897461
wall_clock_time_millis_testing
4.82487678527832
wall_clock_time_millis_testing
4.78672981262207
wall_clock_time_millis_testing
5.390644073486328
wall_clock_time_millis_testing
3.829479217529297
wall_clock_time_millis
7045.545816421509
wall_clock_time_millis
5650.109767913818
wall_clock_time_millis
6902.894020080566
wall_clock_time_millis
9269.994497299194
wall_clock_time_millis
5795.189380645752
wall_clock_time_millis
6100.182294845581
wall_clock_time_millis
3352.2045612335205
wall_clock_time_millis
6826.589584350586
wall_clock_time_millis
1962.2657299041748
wall_clock_time_millis
4004.4515132904053
predictive_accuracy
0.9786476868327402
predictive_accuracy
0.9839857651245552
predictive_accuracy
0.9839857651245552
predictive_accuracy
0.9875444839857651
predictive_accuracy
0.9839857651245552
predictive_accuracy
0.9608540925266904
predictive_accuracy
0.9733096085409253
predictive_accuracy
0.9733096085409253
predictive_accuracy
0.8683274021352313
predictive_accuracy
0.9750889679715302