3903
8890
memory
null
8890
n_jobs
null
8891
remainder
"passthrough"
8891
sparse_threshold
0.3
8891
transformer_weights
null
8891
memory
null
8892
axis
0
8893
copy
true
8893
missing_values
"NaN"
8893
strategy
"median"
8893
verbose
0
8893
copy
true
8894
with_mean
true
8894
with_std
true
8894
memory
null
8895
copy
true
8896
fill_value
-1
8896
missing_values
NaN
8896
strategy
"constant"
8896
verbose
0
8896
categorical_features
null
8897
categories
null
8897
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
8897
handle_unknown
"ignore"
8897
n_values
null
8897
sparse
true
8897
threshold
0.0
8898
criterion
"friedman_mse"
8899
init
null
8899
learning_rate
0.12407235052279325
8899
loss
"deviance"
8899
max_depth
10
8899
max_features
0.6955224469011864
8899
max_leaf_nodes
null
8899
min_impurity_decrease
0.5036958141247718
8899
min_impurity_split
null
8899
min_samples_leaf
4
8899
min_samples_split
20
8899
min_weight_fraction_leaf
0.3050293250319296
8899
n_estimators
284
8899
n_iter_no_change
918
8899
presort
"auto"
8899
random_state
41194
8899
subsample
0.7343847246954989
8899
tol
0.0003813227445215631
8899
validation_fraction
0.9522277529880213
8899
verbose
0
8899
warm_start
false
8899
openml-python
Sklearn_0.20.2.
usercpu_time_millis_training
158.6400730011519
usercpu_time_millis_training
149.01319400814828
usercpu_time_millis_training
137.72595398768317
usercpu_time_millis_training
139.22106300015002
usercpu_time_millis_training
138.98045899986755
usercpu_time_millis_training
139.12706899282057
usercpu_time_millis_training
138.04236899886746
usercpu_time_millis_training
137.57237899699248
usercpu_time_millis_training
137.86840499960817
usercpu_time_millis_training
139.21128799847793
usercpu_time_millis_testing
2.124263992300257
usercpu_time_millis_testing
1.9359569996595383
usercpu_time_millis_testing
1.91094700130634
usercpu_time_millis_testing
1.8356600048718974
usercpu_time_millis_testing
1.8944559997180477
usercpu_time_millis_testing
1.9046780071221292
usercpu_time_millis_testing
1.9411440007388592
usercpu_time_millis_testing
2.175756002543494
usercpu_time_millis_testing
1.8809670000337064
usercpu_time_millis_testing
2.073541996651329
usercpu_time_millis
160.76433699345216
usercpu_time_millis
150.9491510078078
usercpu_time_millis
139.6369009889895
usercpu_time_millis
141.05672300502192
usercpu_time_millis
140.8749149995856
usercpu_time_millis
141.0317469999427
usercpu_time_millis
139.98351299960632
usercpu_time_millis
139.74813499953598
usercpu_time_millis
139.74937199964188
usercpu_time_millis
141.28482999512926
predictive_accuracy
0.8980891719745223
predictive_accuracy
0.8980891719745223
predictive_accuracy
0.8980891719745223
predictive_accuracy
0.8974358974358975
predictive_accuracy
0.8974358974358975
predictive_accuracy
0.8974358974358975
predictive_accuracy
0.8974358974358975
predictive_accuracy
0.8974358974358975
predictive_accuracy
0.8974358974358975
predictive_accuracy
0.8974358974358975