14
8834
memory
null
8834
n_jobs
null
8835
remainder
"passthrough"
8835
sparse_threshold
0.3
8835
transformer_weights
null
8835
memory
null
8836
axis
0
8837
copy
true
8837
missing_values
"NaN"
8837
strategy
"median"
8837
verbose
0
8837
copy
true
8838
with_mean
true
8838
with_std
true
8838
memory
null
8839
copy
true
8840
fill_value
-1
8840
missing_values
NaN
8840
strategy
"constant"
8840
verbose
0
8840
categorical_features
null
8841
categories
null
8841
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
8841
handle_unknown
"ignore"
8841
n_values
null
8841
sparse
true
8841
threshold
0.0
8842
criterion
"friedman_mse"
8843
init
null
8843
learning_rate
0.21647767703570095
8843
loss
"deviance"
8843
max_depth
6
8843
max_features
0.1941944300079581
8843
max_leaf_nodes
null
8843
min_impurity_decrease
0.10440615059477665
8843
min_impurity_split
null
8843
min_samples_leaf
8
8843
min_samples_split
2
8843
min_weight_fraction_leaf
0.395725058275995
8843
n_estimators
423
8843
n_iter_no_change
295
8843
presort
"auto"
8843
random_state
28526
8843
subsample
0.6462085153826449
8843
tol
0.042409458166833586
8843
validation_fraction
0.30404958963308504
8843
verbose
0
8843
warm_start
false
8843
openml-python
Sklearn_0.20.1.
usercpu_time_millis_training
4870.259836
usercpu_time_millis_training
5033.216958999999
usercpu_time_millis_training
5264.643649
usercpu_time_millis_training
5253.839613
usercpu_time_millis_training
4599.757084
usercpu_time_millis_training
4297.400863
usercpu_time_millis_training
5224.863924999998
usercpu_time_millis_training
4266.406779999997
usercpu_time_millis_training
4286.110967999995
usercpu_time_millis_training
4337.858250000004
usercpu_time_millis_testing
11.039985999999224
usercpu_time_millis_testing
10.557159000001093
usercpu_time_millis_testing
11.601377000001634
usercpu_time_millis_testing
10.668437999999725
usercpu_time_millis_testing
10.695034000001158
usercpu_time_millis_testing
9.297432000000327
usercpu_time_millis_testing
10.635756999995749
usercpu_time_millis_testing
9.99589700000314
usercpu_time_millis_testing
10.011209000005294
usercpu_time_millis_testing
9.430137000002503
usercpu_time_millis
4881.299821999999
usercpu_time_millis
5043.774118
usercpu_time_millis
5276.245026000001
usercpu_time_millis
5264.508051
usercpu_time_millis
4610.452118000001
usercpu_time_millis
4306.698295
usercpu_time_millis
5235.499681999993
usercpu_time_millis
4276.402677
usercpu_time_millis
4296.122177000001
usercpu_time_millis
4347.288387000006
predictive_accuracy
0.785
predictive_accuracy
0.75
predictive_accuracy
0.76
predictive_accuracy
0.765
predictive_accuracy
0.755
predictive_accuracy
0.78
predictive_accuracy
0.78
predictive_accuracy
0.8
predictive_accuracy
0.785
predictive_accuracy
0.765