3896
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
"mse"
8899
init
null
8899
learning_rate
0.34277546275998466
8899
loss
"deviance"
8899
max_depth
7
8899
max_features
0.9919875610116983
8899
max_leaf_nodes
null
8899
min_impurity_decrease
0.5294849464555125
8899
min_impurity_split
null
8899
min_samples_leaf
6
8899
min_samples_split
20
8899
min_weight_fraction_leaf
0.16432495139624886
8899
n_estimators
330
8899
n_iter_no_change
64
8899
presort
"auto"
8899
random_state
10408
8899
subsample
0.2021585571353841
8899
tol
1.9523540661967503e-05
8899
validation_fraction
0.349061306527804
8899
verbose
0
8899
warm_start
false
8899
openml-python
Sklearn_0.20.2.
usercpu_time_millis_training
241.1902429885231
usercpu_time_millis_training
240.12398200284224
usercpu_time_millis_training
256.5544120006962
usercpu_time_millis_training
255.8660479990067
usercpu_time_millis_training
255.7674989948282
usercpu_time_millis_training
255.80122899555136
usercpu_time_millis_training
255.5792030034354
usercpu_time_millis_training
255.27107800007798
usercpu_time_millis_training
254.40930500917602
usercpu_time_millis_training
253.71416799316648
usercpu_time_millis_testing
2.622346000862308
usercpu_time_millis_testing
2.2795980039518327
usercpu_time_millis_testing
2.2955530002946034
usercpu_time_millis_testing
2.3084809945430607
usercpu_time_millis_testing
2.2950810089241713
usercpu_time_millis_testing
2.3479209921788424
usercpu_time_millis_testing
2.296906997798942
usercpu_time_millis_testing
2.393764996668324
usercpu_time_millis_testing
2.308865005034022
usercpu_time_millis_testing
2.307220987859182
usercpu_time_millis
243.8125889893854
usercpu_time_millis
242.40358000679407
usercpu_time_millis
258.8499650009908
usercpu_time_millis
258.17452899354976
usercpu_time_millis
258.0625800037524
usercpu_time_millis
258.1491499877302
usercpu_time_millis
257.87611000123434
usercpu_time_millis
257.6648429967463
usercpu_time_millis
256.71817001421005
usercpu_time_millis
256.02138898102567
predictive_accuracy
0.75054704595186
predictive_accuracy
0.75054704595186
predictive_accuracy
0.7521929824561403
predictive_accuracy
0.7521929824561403
predictive_accuracy
0.7521929824561403
predictive_accuracy
0.7521929824561403
predictive_accuracy
0.7521929824561403
predictive_accuracy
0.7521929824561403
predictive_accuracy
0.7521929824561403
predictive_accuracy
0.7521929824561403