10093
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
0.2349943622318282
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
2042
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
80
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
3
19040
random_state
59881
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.3391507605868851
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
170.23838899999788
usercpu_time_millis_training
137.89427599999726
usercpu_time_millis_training
95.26784100000185
usercpu_time_millis_training
125.91589099999823
usercpu_time_millis_training
121.59187500000002
usercpu_time_millis_training
142.89960100000343
usercpu_time_millis_training
168.29697800000076
usercpu_time_millis_training
156.81447000000048
usercpu_time_millis_training
141.64548200000127
usercpu_time_millis_training
147.3076259999999
wall_clock_time_millis_training
172.32275009155273
wall_clock_time_millis_training
140.23137092590332
wall_clock_time_millis_training
95.77131271362305
wall_clock_time_millis_training
126.1909008026123
wall_clock_time_millis_training
129.67944145202637
wall_clock_time_millis_training
144.61970329284668
wall_clock_time_millis_training
169.37708854675293
wall_clock_time_millis_training
157.46760368347168
wall_clock_time_millis_training
144.7441577911377
wall_clock_time_millis_training
147.88413047790527
usercpu_time_millis_testing
5.946995000002175
usercpu_time_millis_testing
5.575006000000826
usercpu_time_millis_testing
5.488175000003537
usercpu_time_millis_testing
5.915913000002604
usercpu_time_millis_testing
5.503172000004497
usercpu_time_millis_testing
5.618167999998036
usercpu_time_millis_testing
6.77148300000141
usercpu_time_millis_testing
5.691131999995491
usercpu_time_millis_testing
5.630138000000784
usercpu_time_millis_testing
3.779293000000905
usercpu_time_millis
176.18538400000006
usercpu_time_millis
143.4692819999981
usercpu_time_millis
100.75601600000539
usercpu_time_millis
131.83180400000083
usercpu_time_millis
127.09504700000451
usercpu_time_millis
148.51776900000146
usercpu_time_millis
175.06846100000217
usercpu_time_millis
162.50560199999597
usercpu_time_millis
147.27562000000205
usercpu_time_millis
151.08691900000082
wall_clock_time_millis_testing
5.957603454589844
wall_clock_time_millis_testing
5.581140518188477
wall_clock_time_millis_testing
5.494356155395508
wall_clock_time_millis_testing
5.927562713623047
wall_clock_time_millis_testing
5.508661270141602
wall_clock_time_millis_testing
5.738973617553711
wall_clock_time_millis_testing
13.007164001464844
wall_clock_time_millis_testing
5.6972503662109375
wall_clock_time_millis_testing
5.635261535644531
wall_clock_time_millis_testing
3.784656524658203
wall_clock_time_millis
178.28035354614258
wall_clock_time_millis
145.8125114440918
wall_clock_time_millis
101.26566886901855
wall_clock_time_millis
132.11846351623535
wall_clock_time_millis
135.18810272216797
wall_clock_time_millis
150.3586769104004
wall_clock_time_millis
182.38425254821777
wall_clock_time_millis
163.16485404968262
wall_clock_time_millis
150.37941932678223
wall_clock_time_millis
151.66878700256348
predictive_accuracy
0.9855072463768116
predictive_accuracy
1.0
predictive_accuracy
0.9781021897810219
predictive_accuracy
0.9927007299270073
predictive_accuracy
0.9927007299270073
predictive_accuracy
0.9927007299270073
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
0.9927007299270073
predictive_accuracy
1.0