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
"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
0.6126538517846257
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
1423
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
13
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
32882
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.17286421611226244
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
170.8831450000048
usercpu_time_millis_training
238.28466499998058
usercpu_time_millis_training
170.3841129999546
usercpu_time_millis_training
270.90148000002046
usercpu_time_millis_training
171.39533800002482
usercpu_time_millis_training
181.23841599998514
usercpu_time_millis_training
216.13004899995758
usercpu_time_millis_training
160.08775900002092
usercpu_time_millis_training
139.7648790000403
usercpu_time_millis_training
157.25940699996954
wall_clock_time_millis_training
174.2250919342041
wall_clock_time_millis_training
242.14434623718262
wall_clock_time_millis_training
177.01363563537598
wall_clock_time_millis_training
273.923397064209
wall_clock_time_millis_training
182.62624740600586
wall_clock_time_millis_training
185.53733825683594
wall_clock_time_millis_training
229.85196113586426
wall_clock_time_millis_training
164.95633125305176
wall_clock_time_millis_training
144.1941261291504
wall_clock_time_millis_training
158.58960151672363
usercpu_time_millis_testing
5.5301809999832585
usercpu_time_millis_testing
5.747331000009126
usercpu_time_millis_testing
5.873737000001711
usercpu_time_millis_testing
5.522343999984969
usercpu_time_millis_testing
5.616379999992205
usercpu_time_millis_testing
5.3482240000448655
usercpu_time_millis_testing
5.5521059999819045
usercpu_time_millis_testing
5.965729000024567
usercpu_time_millis_testing
5.819157000019004
usercpu_time_millis_testing
3.8874560000294878
usercpu_time_millis
176.41332599998805
usercpu_time_millis
244.0319959999897
usercpu_time_millis
176.2578499999563
usercpu_time_millis
276.4238240000054
usercpu_time_millis
177.01171800001703
usercpu_time_millis
186.58664000003
usercpu_time_millis
221.68215499993948
usercpu_time_millis
166.0534880000455
usercpu_time_millis
145.5840360000593
usercpu_time_millis
161.14686299999903
wall_clock_time_millis_testing
6.080389022827148
wall_clock_time_millis_testing
5.753278732299805
wall_clock_time_millis_testing
5.895376205444336
wall_clock_time_millis_testing
5.52821159362793
wall_clock_time_millis_testing
5.621194839477539
wall_clock_time_millis_testing
5.353689193725586
wall_clock_time_millis_testing
5.568742752075195
wall_clock_time_millis_testing
5.972146987915039
wall_clock_time_millis_testing
5.824565887451172
wall_clock_time_millis_testing
3.891468048095703
wall_clock_time_millis
180.30548095703125
wall_clock_time_millis
247.89762496948242
wall_clock_time_millis
182.9090118408203
wall_clock_time_millis
279.4516086578369
wall_clock_time_millis
188.2474422454834
wall_clock_time_millis
190.89102745056152
wall_clock_time_millis
235.42070388793945
wall_clock_time_millis
170.9284782409668
wall_clock_time_millis
150.01869201660156
wall_clock_time_millis
162.48106956481934
predictive_accuracy
0.844731977818854
predictive_accuracy
0.8761552680221811
predictive_accuracy
0.8317929759704251
predictive_accuracy
0.8280961182994455
predictive_accuracy
0.8611111111111112
predictive_accuracy
0.8592592592592593
predictive_accuracy
0.8759259259259259
predictive_accuracy
0.8333333333333334
predictive_accuracy
0.825925925925926
predictive_accuracy
0.8555555555555555