37
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
"most_frequent"
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
"mae"
8843
init
null
8843
learning_rate
0.017039834881883084
8843
loss
"deviance"
8843
max_depth
3
8843
max_features
0.26311673285603543
8843
max_leaf_nodes
null
8843
min_impurity_decrease
0.46907963211891746
8843
min_impurity_split
null
8843
min_samples_leaf
20
8843
min_samples_split
16
8843
min_weight_fraction_leaf
0.46081937264026535
8843
n_estimators
137
8843
n_iter_no_change
424
8843
presort
"auto"
8843
random_state
16132
8843
subsample
0.7676442371008576
8843
tol
0.0005414103360159275
8843
validation_fraction
0.09989292385073445
8843
verbose
0
8843
warm_start
false
8843
openml-python
Sklearn_0.20.1.
usercpu_time_millis_training
241.3097070000001
usercpu_time_millis_training
209.58041199999977
usercpu_time_millis_training
207.78024199999967
usercpu_time_millis_training
207.3273150000001
usercpu_time_millis_training
209.42518900000007
usercpu_time_millis_training
212.72964299999987
usercpu_time_millis_training
212.45851800000003
usercpu_time_millis_training
211.31692199999998
usercpu_time_millis_training
211.1571200000002
usercpu_time_millis_training
207.068547
usercpu_time_millis_testing
1.6522300000001433
usercpu_time_millis_testing
2.1628570000000735
usercpu_time_millis_testing
1.6233119999999879
usercpu_time_millis_testing
1.634124000000181
usercpu_time_millis_testing
1.6223860000001977
usercpu_time_millis_testing
1.6182709999998934
usercpu_time_millis_testing
1.6332640000000787
usercpu_time_millis_testing
1.6099679999999061
usercpu_time_millis_testing
2.0138260000002184
usercpu_time_millis_testing
1.8516170000002496
usercpu_time_millis
242.96193700000023
usercpu_time_millis
211.74326899999983
usercpu_time_millis
209.40355399999967
usercpu_time_millis
208.9614390000003
usercpu_time_millis
211.04757500000028
usercpu_time_millis
214.34791399999978
usercpu_time_millis
214.0917820000001
usercpu_time_millis
212.92688999999987
usercpu_time_millis
213.1709460000004
usercpu_time_millis
208.92016400000026
predictive_accuracy
0.6493506493506493
predictive_accuracy
0.6493506493506493
predictive_accuracy
0.6493506493506493
predictive_accuracy
0.6493506493506493
predictive_accuracy
0.6493506493506493
predictive_accuracy
0.6493506493506493
predictive_accuracy
0.6493506493506493
predictive_accuracy
0.6493506493506493
predictive_accuracy
0.6578947368421053
predictive_accuracy
0.6578947368421053