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
0.907968970634826
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
461
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
102
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
19
19040
random_state
49845
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.2501071090842201
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
9022.070134000387
usercpu_time_millis_training
10500.158266000653
usercpu_time_millis_training
15564.774955999383
usercpu_time_millis_training
15264.415023000765
usercpu_time_millis_training
9591.75021900046
usercpu_time_millis_training
12859.655930000372
usercpu_time_millis_training
13473.441972000728
usercpu_time_millis_training
9594.974870000442
usercpu_time_millis_training
8976.559537999492
usercpu_time_millis_training
9586.645524001142
wall_clock_time_millis_training
9199.63002204895
wall_clock_time_millis_training
10702.950477600098
wall_clock_time_millis_training
15870.329856872559
wall_clock_time_millis_training
15585.100412368774
wall_clock_time_millis_training
9757.0321559906
wall_clock_time_millis_training
13141.489267349243
wall_clock_time_millis_training
13709.918022155762
wall_clock_time_millis_training
9824.19753074646
wall_clock_time_millis_training
9113.631248474121
wall_clock_time_millis_training
9770.76506614685
usercpu_time_millis_testing
10.812590000568889
usercpu_time_millis_testing
11.736935999579146
usercpu_time_millis_testing
13.02562199998647
usercpu_time_millis_testing
13.206449999415781
usercpu_time_millis_testing
11.067486000683857
usercpu_time_millis_testing
11.924368000109098
usercpu_time_millis_testing
12.369789999866043
usercpu_time_millis_testing
11.234649000471109
usercpu_time_millis_testing
10.757760999695165
usercpu_time_millis_testing
10.532427000725875
usercpu_time_millis
9032.882724000956
usercpu_time_millis
10511.895202000233
usercpu_time_millis
15577.80057799937
usercpu_time_millis
15277.621473000181
usercpu_time_millis
9602.817705001144
usercpu_time_millis
12871.580298000481
usercpu_time_millis
13485.811762000594
usercpu_time_millis
9606.209519000913
usercpu_time_millis
8987.317298999187
usercpu_time_millis
9597.177951001868
wall_clock_time_millis_testing
10.818958282470703
wall_clock_time_millis_testing
11.74473762512207
wall_clock_time_millis_testing
13.126373291015625
wall_clock_time_millis_testing
13.347148895263672
wall_clock_time_millis_testing
11.074066162109375
wall_clock_time_millis_testing
11.932849884033203
wall_clock_time_millis_testing
12.419700622558594
wall_clock_time_millis_testing
11.445999145507812
wall_clock_time_millis_testing
10.764837265014648
wall_clock_time_millis_testing
10.538101196289062
wall_clock_time_millis
9210.44898033142
wall_clock_time_millis
10714.69521522522
wall_clock_time_millis
15883.456230163574
wall_clock_time_millis
15598.447561264038
wall_clock_time_millis
9768.10622215271
wall_clock_time_millis
13153.422117233276
wall_clock_time_millis
13722.33772277832
wall_clock_time_millis
9835.643529891968
wall_clock_time_millis
9124.396085739136
wall_clock_time_millis
9781.30316734314
predictive_accuracy
0.5669934640522876
predictive_accuracy
0.5686274509803921
predictive_accuracy
0.5669934640522876
predictive_accuracy
0.5637254901960784
predictive_accuracy
0.565359477124183
predictive_accuracy
0.5898692810457516
predictive_accuracy
0.5375816993464052
predictive_accuracy
0.565359477124183
predictive_accuracy
0.5400981996726678
predictive_accuracy
0.5924713584288053