9960
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
0.028342452511822366
8843
loss
"deviance"
8843
max_depth
7
8843
max_features
0.9300511004470212
8843
max_leaf_nodes
null
8843
min_impurity_decrease
0.7160578732674847
8843
min_impurity_split
null
8843
min_samples_leaf
11
8843
min_samples_split
10
8843
min_weight_fraction_leaf
0.4677561484052856
8843
n_estimators
412
8843
n_iter_no_change
838
8843
presort
"auto"
8843
random_state
2216
8843
subsample
0.5023060509806915
8843
tol
0.03507996033533206
8843
validation_fraction
0.14487677651964415
8843
verbose
0
8843
warm_start
false
8843
openml-python
Sklearn_0.20.1.
usercpu_time_millis_training
5655.343742999996
usercpu_time_millis_training
5588.610863
usercpu_time_millis_training
5585.726770000001
usercpu_time_millis_training
5624.548763
usercpu_time_millis_training
5540.501784999997
usercpu_time_millis_training
5578.908674999994
usercpu_time_millis_training
5546.57719299999
usercpu_time_millis_training
5531.325632999995
usercpu_time_millis_training
5506.178294999998
usercpu_time_millis_training
5531.488775999989
usercpu_time_millis_testing
16.75792700000045
usercpu_time_millis_testing
17.796453999999073
usercpu_time_millis_testing
16.290273999999272
usercpu_time_millis_testing
16.56592400000534
usercpu_time_millis_testing
16.960560000001124
usercpu_time_millis_testing
17.1741150000031
usercpu_time_millis_testing
15.943770999996332
usercpu_time_millis_testing
16.89395100000013
usercpu_time_millis_testing
16.74583999999868
usercpu_time_millis_testing
16.695471999994993
usercpu_time_millis
5672.101669999996
usercpu_time_millis
5606.407316999999
usercpu_time_millis
5602.017044
usercpu_time_millis
5641.114687000005
usercpu_time_millis
5557.462344999998
usercpu_time_millis
5596.082789999998
usercpu_time_millis
5562.520963999987
usercpu_time_millis
5548.219583999995
usercpu_time_millis
5522.924134999997
usercpu_time_millis
5548.184247999984
predictive_accuracy
0.7967032967032966
predictive_accuracy
0.7637362637362637
predictive_accuracy
0.7490842490842491
predictive_accuracy
0.7655677655677655
predictive_accuracy
0.7747252747252747
predictive_accuracy
0.7802197802197802
predictive_accuracy
0.7834862385321101
predictive_accuracy
0.7853211009174312
predictive_accuracy
0.7871559633027523
predictive_accuracy
0.7688073394495413