3485
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
"mean"
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
0.25644517558596486
8843
loss
"deviance"
8843
max_depth
3
8843
max_features
0.5870911278241401
8843
max_leaf_nodes
null
8843
min_impurity_decrease
0.20349506930795302
8843
min_impurity_split
null
8843
min_samples_leaf
14
8843
min_samples_split
11
8843
min_weight_fraction_leaf
0.43915928324483844
8843
n_estimators
330
8843
n_iter_no_change
242
8843
presort
"auto"
8843
random_state
58387
8843
subsample
0.7770150515902541
8843
tol
6.94084532955133e-05
8843
validation_fraction
0.5443545774830577
8843
verbose
0
8843
warm_start
false
8843
openml-python
Sklearn_0.20.1.
usercpu_time_millis_training
1417.3134320000004
usercpu_time_millis_training
1283.8067720000001
usercpu_time_millis_training
1178.4457579999996
usercpu_time_millis_training
1198.333612
usercpu_time_millis_training
1360.6832119999997
usercpu_time_millis_training
1353.3408700000002
usercpu_time_millis_training
1186.5449220000012
usercpu_time_millis_training
1229.7967930000002
usercpu_time_millis_training
1302.416034
usercpu_time_millis_training
1353.1774379999995
usercpu_time_millis_testing
9.046320000000385
usercpu_time_millis_testing
8.446336999999637
usercpu_time_millis_testing
9.164366000000257
usercpu_time_millis_testing
8.728146000000159
usercpu_time_millis_testing
8.619991999999854
usercpu_time_millis_testing
8.295635999999718
usercpu_time_millis_testing
9.458263000000855
usercpu_time_millis_testing
8.338804999999283
usercpu_time_millis_testing
8.189249999999149
usercpu_time_millis_testing
8.315420999998935
usercpu_time_millis
1426.3597520000008
usercpu_time_millis
1292.2531089999998
usercpu_time_millis
1187.6101239999998
usercpu_time_millis
1207.061758
usercpu_time_millis
1369.3032039999996
usercpu_time_millis
1361.6365059999998
usercpu_time_millis
1196.003185000002
usercpu_time_millis
1238.1355979999994
usercpu_time_millis
1310.6052839999993
usercpu_time_millis
1361.4928589999984
predictive_accuracy
0.8879668049792531
predictive_accuracy
0.8630705394190872
predictive_accuracy
0.8091286307053942
predictive_accuracy
0.8340248962655602
predictive_accuracy
0.8921161825726142
predictive_accuracy
0.8879668049792531
predictive_accuracy
0.9004149377593361
predictive_accuracy
0.8625
predictive_accuracy
0.8916666666666667
predictive_accuracy
0.8541666666666666