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
"median"
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
0.9964032606574061
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
1491
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
53
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
2
19040
random_state
3661
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.12076036105323722
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
2566.9805750003434
usercpu_time_millis_training
1848.790452000685
usercpu_time_millis_training
4334.487858999637
usercpu_time_millis_training
2219.1245239991986
usercpu_time_millis_training
1485.6479269983538
usercpu_time_millis_training
1131.3363139997819
usercpu_time_millis_training
5405.522782002663
usercpu_time_millis_training
3257.264148000104
usercpu_time_millis_training
5103.431861996796
usercpu_time_millis_training
4523.910806001368
wall_clock_time_millis_training
2619.1585063934326
wall_clock_time_millis_training
1880.5997371673584
wall_clock_time_millis_training
4430.304527282715
wall_clock_time_millis_training
2279.428005218506
wall_clock_time_millis_training
1502.0191669464111
wall_clock_time_millis_training
1155.25484085083
wall_clock_time_millis_training
5525.782823562622
wall_clock_time_millis_training
3327.460289001465
wall_clock_time_millis_training
5201.770544052124
wall_clock_time_millis_training
4596.181869506836
usercpu_time_millis_testing
9.409278998646187
usercpu_time_millis_testing
9.01132600120036
usercpu_time_millis_testing
9.297592998336768
usercpu_time_millis_testing
8.618509000370977
usercpu_time_millis_testing
8.372067000891548
usercpu_time_millis_testing
8.149487999617122
usercpu_time_millis_testing
9.656586000346579
usercpu_time_millis_testing
9.047599000041373
usercpu_time_millis_testing
9.34270699872286
usercpu_time_millis_testing
6.004998002026696
usercpu_time_millis
2576.3898539989896
usercpu_time_millis
1857.8017780018854
usercpu_time_millis
4343.785451997974
usercpu_time_millis
2227.7430329995696
usercpu_time_millis
1494.0199939992453
usercpu_time_millis
1139.485801999399
usercpu_time_millis
5415.17936800301
usercpu_time_millis
3266.3117470001453
usercpu_time_millis
5112.774568995519
usercpu_time_millis
4529.915804003394
wall_clock_time_millis_testing
9.415626525878906
wall_clock_time_millis_testing
11.470794677734375
wall_clock_time_millis_testing
9.302854537963867
wall_clock_time_millis_testing
8.622169494628906
wall_clock_time_millis_testing
8.378267288208008
wall_clock_time_millis_testing
8.152961730957031
wall_clock_time_millis_testing
9.660005569458008
wall_clock_time_millis_testing
9.05156135559082
wall_clock_time_millis_testing
9.475231170654297
wall_clock_time_millis_testing
6.008625030517578
wall_clock_time_millis
2628.5741329193115
wall_clock_time_millis
1892.0705318450928
wall_clock_time_millis
4439.607381820679
wall_clock_time_millis
2288.0501747131348
wall_clock_time_millis
1510.3974342346191
wall_clock_time_millis
1163.407802581787
wall_clock_time_millis
5535.44282913208
wall_clock_time_millis
3336.5118503570557
wall_clock_time_millis
5211.245775222778
wall_clock_time_millis
4602.1904945373535
predictive_accuracy
0.5098039215686274
predictive_accuracy
0.5049019607843137
predictive_accuracy
0.5326797385620915
predictive_accuracy
0.5130718954248366
predictive_accuracy
0.5032679738562091
predictive_accuracy
0.4852941176470588
predictive_accuracy
0.5441176470588235
predictive_accuracy
0.5620915032679739
predictive_accuracy
0.5237315875613748
predictive_accuracy
0.5384615384615384