9952
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
"mean"
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
0.7839383598722779
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
740
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
70
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
18
19040
random_state
29616
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.38840970551207404
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
421.2619240000208
usercpu_time_millis_training
278.9389339999957
usercpu_time_millis_training
744.2625869999802
usercpu_time_millis_training
561.7776529999787
usercpu_time_millis_training
662.6076469999589
usercpu_time_millis_training
733.1854970000222
usercpu_time_millis_training
819.1661909999652
usercpu_time_millis_training
285.769461999962
usercpu_time_millis_training
673.8594409999905
usercpu_time_millis_training
571.4319920000435
wall_clock_time_millis_training
436.3698959350586
wall_clock_time_millis_training
288.2366180419922
wall_clock_time_millis_training
769.6897983551025
wall_clock_time_millis_training
569.4572925567627
wall_clock_time_millis_training
681.3201904296875
wall_clock_time_millis_training
743.9167499542236
wall_clock_time_millis_training
844.0995216369629
wall_clock_time_millis_training
289.16311264038086
wall_clock_time_millis_training
678.0424118041992
wall_clock_time_millis_training
576.1168003082275
usercpu_time_millis_testing
5.918951000012385
usercpu_time_millis_testing
5.709809999984827
usercpu_time_millis_testing
6.43307199999299
usercpu_time_millis_testing
6.005647999984376
usercpu_time_millis_testing
6.2189470000362235
usercpu_time_millis_testing
6.1988369999994575
usercpu_time_millis_testing
6.575494000003346
usercpu_time_millis_testing
5.696175000025505
usercpu_time_millis_testing
6.241715999976805
usercpu_time_millis_testing
4.227668999988055
usercpu_time_millis
427.1808750000332
usercpu_time_millis
284.6487439999805
usercpu_time_millis
750.6956589999731
usercpu_time_millis
567.7833009999631
usercpu_time_millis
668.8265939999951
usercpu_time_millis
739.3843340000217
usercpu_time_millis
825.7416849999686
usercpu_time_millis
291.4656369999875
usercpu_time_millis
680.1011569999673
usercpu_time_millis
575.6596610000315
wall_clock_time_millis_testing
5.924463272094727
wall_clock_time_millis_testing
5.715847015380859
wall_clock_time_millis_testing
6.567955017089844
wall_clock_time_millis_testing
6.088972091674805
wall_clock_time_millis_testing
6.224632263183594
wall_clock_time_millis_testing
6.237506866455078
wall_clock_time_millis_testing
6.663799285888672
wall_clock_time_millis_testing
5.700349807739258
wall_clock_time_millis_testing
6.246805191040039
wall_clock_time_millis_testing
4.232168197631836
wall_clock_time_millis
442.2943592071533
wall_clock_time_millis
293.95246505737305
wall_clock_time_millis
776.2577533721924
wall_clock_time_millis
575.5462646484375
wall_clock_time_millis
687.5448226928711
wall_clock_time_millis
750.1542568206787
wall_clock_time_millis
850.7633209228516
wall_clock_time_millis
294.8634624481201
wall_clock_time_millis
684.2892169952393
wall_clock_time_millis
580.3489685058594
predictive_accuracy
0.8428835489833642
predictive_accuracy
0.8761552680221811
predictive_accuracy
0.8724584103512015
predictive_accuracy
0.8539741219963032
predictive_accuracy
0.8444444444444444
predictive_accuracy
0.8870370370370371
predictive_accuracy
0.8611111111111112
predictive_accuracy
0.8537037037037037
predictive_accuracy
0.8611111111111112
predictive_accuracy
0.8685185185185185