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
"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
0.3499172365950403
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
57
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
34
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
89
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.13097862646362723
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
191.10179399999794
usercpu_time_millis_training
185.44715800000233
usercpu_time_millis_training
191.50736200000296
usercpu_time_millis_training
200.98585299999883
usercpu_time_millis_training
163.81379199999913
usercpu_time_millis_training
135.09453599999688
usercpu_time_millis_training
184.97333499999513
usercpu_time_millis_training
139.3983639999874
usercpu_time_millis_training
110.21087199999613
usercpu_time_millis_training
127.86161500000048
wall_clock_time_millis_training
203.89509201049805
wall_clock_time_millis_training
191.09654426574707
wall_clock_time_millis_training
192.26789474487305
wall_clock_time_millis_training
207.59916305541992
wall_clock_time_millis_training
169.30341720581055
wall_clock_time_millis_training
141.0059928894043
wall_clock_time_millis_training
186.8903636932373
wall_clock_time_millis_training
145.77579498291016
wall_clock_time_millis_training
112.63704299926758
wall_clock_time_millis_training
128.6795139312744
usercpu_time_millis_testing
5.62988600000125
usercpu_time_millis_testing
5.811922000006575
usercpu_time_millis_testing
5.5562449999939645
usercpu_time_millis_testing
5.874849000001348
usercpu_time_millis_testing
5.870048000005568
usercpu_time_millis_testing
5.787213999994378
usercpu_time_millis_testing
5.937712000005035
usercpu_time_millis_testing
5.455214000008368
usercpu_time_millis_testing
5.373746000003621
usercpu_time_millis_testing
3.623155000013867
usercpu_time_millis
196.7316799999992
usercpu_time_millis
191.2590800000089
usercpu_time_millis
197.06360699999692
usercpu_time_millis
206.86070200000017
usercpu_time_millis
169.6838400000047
usercpu_time_millis
140.88174999999126
usercpu_time_millis
190.91104700000017
usercpu_time_millis
144.85357799999576
usercpu_time_millis
115.58461799999975
usercpu_time_millis
131.48477000001435
wall_clock_time_millis_testing
5.635499954223633
wall_clock_time_millis_testing
5.816459655761719
wall_clock_time_millis_testing
5.563020706176758
wall_clock_time_millis_testing
5.880594253540039
wall_clock_time_millis_testing
5.89299201965332
wall_clock_time_millis_testing
5.843877792358398
wall_clock_time_millis_testing
5.942821502685547
wall_clock_time_millis_testing
5.460500717163086
wall_clock_time_millis_testing
5.380392074584961
wall_clock_time_millis_testing
3.627300262451172
wall_clock_time_millis
209.53059196472168
wall_clock_time_millis
196.9130039215088
wall_clock_time_millis
197.8309154510498
wall_clock_time_millis
213.47975730895996
wall_clock_time_millis
175.19640922546387
wall_clock_time_millis
146.8498706817627
wall_clock_time_millis
192.83318519592285
wall_clock_time_millis
151.23629570007324
wall_clock_time_millis
118.01743507385254
wall_clock_time_millis
132.3068141937256
predictive_accuracy
0.9927536231884058
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
0.9927007299270073
predictive_accuracy
1.0
predictive_accuracy
0.9927007299270073
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
1.0