9960
19030
Python_3.7.12. Sklearn_1.0.1. NumPy_1.19.5. SciPy_1.4.1.
memory
null
19030
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "decisiontreeclassifier", "step_name": "decisiontreeclassifier"}}]
19030
verbose
false
19030
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
19034
class_weight
null
19034
criterion
"gini"
19034
max_depth
null
19034
max_features
0.20706206414907938
19034
max_leaf_nodes
null
19034
min_impurity_decrease
0.0
19034
min_samples_leaf
19
19034
min_samples_split
13
19034
min_weight_fraction_leaf
0.0
19034
random_state
39357
19034
splitter
"random"
19034
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
42.35068999997793
usercpu_time_millis_training
41.61352500000248
usercpu_time_millis_training
41.51779300002545
usercpu_time_millis_training
40.61965099998588
usercpu_time_millis_training
41.55010099998435
usercpu_time_millis_training
44.30919499998254
usercpu_time_millis_training
41.48765899998352
usercpu_time_millis_training
44.705540999984805
usercpu_time_millis_training
43.60517000003483
usercpu_time_millis_training
42.271210999956566
wall_clock_time_millis_training
42.536020278930664
wall_clock_time_millis_training
41.84246063232422
wall_clock_time_millis_training
41.54181480407715
wall_clock_time_millis_training
40.62938690185547
wall_clock_time_millis_training
47.89423942565918
wall_clock_time_millis_training
44.49915885925293
wall_clock_time_millis_training
41.619300842285156
wall_clock_time_millis_training
44.72947120666504
wall_clock_time_millis_training
43.96224021911621
wall_clock_time_millis_training
46.463966369628906
usercpu_time_millis_testing
5.793540000013309
usercpu_time_millis_testing
6.162301999950159
usercpu_time_millis_testing
5.680137000013019
usercpu_time_millis_testing
6.336004999980105
usercpu_time_millis_testing
5.843696999988879
usercpu_time_millis_testing
6.631362000007357
usercpu_time_millis_testing
5.974576000028264
usercpu_time_millis_testing
6.661028999985774
usercpu_time_millis_testing
6.057182999995803
usercpu_time_millis_testing
5.775678000020434
usercpu_time_millis
48.14422999999124
usercpu_time_millis
47.77582699995264
usercpu_time_millis
47.19793000003847
usercpu_time_millis
46.955655999965984
usercpu_time_millis
47.39379799997323
usercpu_time_millis
50.940556999989894
usercpu_time_millis
47.46223500001179
usercpu_time_millis
51.36656999997058
usercpu_time_millis
49.662353000030635
usercpu_time_millis
48.046888999977
wall_clock_time_millis_testing
5.799055099487305
wall_clock_time_millis_testing
6.276130676269531
wall_clock_time_millis_testing
5.686759948730469
wall_clock_time_millis_testing
6.341457366943359
wall_clock_time_millis_testing
5.8498382568359375
wall_clock_time_millis_testing
6.800413131713867
wall_clock_time_millis_testing
5.983591079711914
wall_clock_time_millis_testing
6.794929504394531
wall_clock_time_millis_testing
6.345272064208984
wall_clock_time_millis_testing
6.426811218261719
wall_clock_time_millis
48.33507537841797
wall_clock_time_millis
48.11859130859375
wall_clock_time_millis
47.22857475280762
wall_clock_time_millis
46.97084426879883
wall_clock_time_millis
53.74407768249512
wall_clock_time_millis
51.2995719909668
wall_clock_time_millis
47.60289192199707
wall_clock_time_millis
51.52440071105957
wall_clock_time_millis
50.307512283325195
wall_clock_time_millis
52.890777587890625
predictive_accuracy
0.8076923076923077
predictive_accuracy
0.8040293040293041
predictive_accuracy
0.8131868131868132
predictive_accuracy
0.7619047619047619
predictive_accuracy
0.7802197802197802
predictive_accuracy
0.7673992673992674
predictive_accuracy
0.7688073394495413
predictive_accuracy
0.7651376146788991
predictive_accuracy
0.7798165137614679
predictive_accuracy
0.7394495412844037