14
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
0.963978009362221
8843
loss
"deviance"
8843
max_depth
4
8843
max_features
0.6817278645073247
8843
max_leaf_nodes
null
8843
min_impurity_decrease
0.09469212454373921
8843
min_impurity_split
null
8843
min_samples_leaf
16
8843
min_samples_split
10
8843
min_weight_fraction_leaf
0.42894572623027893
8843
n_estimators
420
8843
n_iter_no_change
944
8843
presort
"auto"
8843
random_state
4006
8843
subsample
0.049440545975615646
8843
tol
1.9112322959357255e-05
8843
validation_fraction
0.8005906432592567
8843
verbose
0
8843
warm_start
false
8843
openml-python
Sklearn_0.20.1.
usercpu_time_millis_training
3420.5685240012826
usercpu_time_millis_training
3409.8370039864676
usercpu_time_millis_training
3408.4226169943577
usercpu_time_millis_training
3406.7986020090757
usercpu_time_millis_training
3434.8385790071916
usercpu_time_millis_training
3410.3932680009166
usercpu_time_millis_training
3404.2850580008235
usercpu_time_millis_training
3409.2063740099547
usercpu_time_millis_training
3407.0237849955447
usercpu_time_millis_training
3414.0714109962573
usercpu_time_millis_testing
7.460121996700764
usercpu_time_millis_testing
6.386376000591554
usercpu_time_millis_testing
6.5861679904628545
usercpu_time_millis_testing
6.371472001774237
usercpu_time_millis_testing
6.759462994523346
usercpu_time_millis_testing
6.461184995714575
usercpu_time_millis_testing
7.001652993494645
usercpu_time_millis_testing
6.467056009569205
usercpu_time_millis_testing
6.807044992456213
usercpu_time_millis_testing
6.47902800119482
usercpu_time_millis
3428.0286459979834
usercpu_time_millis
3416.223379987059
usercpu_time_millis
3415.0087849848205
usercpu_time_millis
3413.17007401085
usercpu_time_millis
3441.598042001715
usercpu_time_millis
3416.854452996631
usercpu_time_millis
3411.286710994318
usercpu_time_millis
3415.673430019524
usercpu_time_millis
3413.830829988001
usercpu_time_millis
3420.550438997452
predictive_accuracy
0.1
predictive_accuracy
0.1
predictive_accuracy
0.1
predictive_accuracy
0.1
predictive_accuracy
0.1
predictive_accuracy
0.1
predictive_accuracy
0.1
predictive_accuracy
0.1
predictive_accuracy
0.1
predictive_accuracy
0.1