3512
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
"most_frequent"
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
0.018285635808104706
8843
loss
"deviance"
8843
max_depth
10
8843
max_features
0.2593996230466523
8843
max_leaf_nodes
null
8843
min_impurity_decrease
0.9829581357954661
8843
min_impurity_split
null
8843
min_samples_leaf
13
8843
min_samples_split
5
8843
min_weight_fraction_leaf
0.46793861986078084
8843
n_estimators
107
8843
n_iter_no_change
24
8843
presort
"auto"
8843
random_state
28389
8843
subsample
0.36640557847723754
8843
tol
6.578573179458617e-05
8843
validation_fraction
0.023057396453737833
8843
verbose
0
8843
warm_start
false
8843
openml-python
Sklearn_0.20.1.
usercpu_time_millis_training
1138.5623760000385
usercpu_time_millis_training
1116.4126400000214
usercpu_time_millis_training
1119.8478779999732
usercpu_time_millis_training
1116.3877590000197
usercpu_time_millis_training
1126.3150999999993
usercpu_time_millis_training
1117.0831320000048
usercpu_time_millis_training
1118.2639900000027
usercpu_time_millis_training
1117.9188890000091
usercpu_time_millis_training
1114.3348809999907
usercpu_time_millis_training
1114.7294809999835
usercpu_time_millis_testing
2.5478259999545116
usercpu_time_millis_testing
2.4375780000127634
usercpu_time_millis_testing
2.4915120000059687
usercpu_time_millis_testing
2.493927999978496
usercpu_time_millis_testing
2.565472000014779
usercpu_time_millis_testing
2.497321000021202
usercpu_time_millis_testing
2.503549000039129
usercpu_time_millis_testing
2.486051000005318
usercpu_time_millis_testing
2.5203750000173386
usercpu_time_millis_testing
2.4654700000041885
usercpu_time_millis
1141.110201999993
usercpu_time_millis
1118.8502180000341
usercpu_time_millis
1122.3393899999792
usercpu_time_millis
1118.8816869999982
usercpu_time_millis
1128.8805720000141
usercpu_time_millis
1119.580453000026
usercpu_time_millis
1120.7675390000418
usercpu_time_millis
1120.4049400000144
usercpu_time_millis
1116.855256000008
usercpu_time_millis
1117.1949509999877
predictive_accuracy
0.95
predictive_accuracy
0.9333333333333333
predictive_accuracy
0.9833333333333333
predictive_accuracy
0.9
predictive_accuracy
0.9
predictive_accuracy
0.9333333333333333
predictive_accuracy
0.9333333333333333
predictive_accuracy
0.9166666666666666
predictive_accuracy
0.9166666666666666
predictive_accuracy
0.95