9977
6969
axis
0
6947
categorical_features
[6, 7, 14, 15, 22, 23, 30, 31, 38, 39, 46, 47, 54, 55, 62, 63, 70, 71, 78, 79, 86, 87, 91, 95, 99, 103, 107, 111, 115]
6947
copy
true
6947
fill_empty
0
6947
missing_values
"NaN"
6947
strategy
"most_frequent"
6947
strategy_nominal
"most_frequent"
6947
verbose
0
6947
categorical_features
[6, 7, 14, 15, 22, 23, 30, 31, 38, 39, 46, 47, 54, 55, 62, 63, 70, 71, 78, 79, 86, 87, 91, 95, 99, 103, 107, 111, 115]
6948
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
6948
handle_unknown
"ignore"
6948
n_values
"auto"
6948
sparse
false
6948
threshold
0.0
6949
bootstrap
true
6902
class_weight
null
6902
criterion
"gini"
6902
max_depth
null
6902
max_features
0.41659197761091904
6902
max_leaf_nodes
null
6902
min_impurity_split
1e-07
6902
min_samples_leaf
3
6902
min_samples_split
19
6902
min_weight_fraction_leaf
0.0
6902
n_estimators
100
6902
n_jobs
1
6902
oob_score
false
6902
random_state
30764
6902
verbose
0
6902
warm_start
false
6902
openml-python
Sklearn_0.18.1.
openml-pimp
usercpu_time_millis_training
34150.610115000745
usercpu_time_millis_training
30731.359345001692
usercpu_time_millis_training
33813.565329000994
usercpu_time_millis_training
33990.30238699925
usercpu_time_millis_training
33475.15217900218
usercpu_time_millis_training
32153.892752998217
usercpu_time_millis_training
33873.839237996435
usercpu_time_millis_training
33744.12317100359
usercpu_time_millis_training
31896.201678995567
usercpu_time_millis_training
33630.47960300173
predictive_accuracy
0.967507977952
predictive_accuracy
0.966347548593
predictive_accuracy
0.960835509138
predictive_accuracy
0.967507977952
predictive_accuracy
0.967507977952
predictive_accuracy
0.962565293093
predictive_accuracy
0.963726059199
predictive_accuracy
0.968078932095
predictive_accuracy
0.967208357516
predictive_accuracy
0.961694718514
usercpu_time_millis_testing
157.64024399686605
usercpu_time_millis_testing
150.83996899920749
usercpu_time_millis_testing
151.12648999638623
usercpu_time_millis_testing
151.20097599719884
usercpu_time_millis_testing
150.85452600033022
usercpu_time_millis_testing
153.4210680038086
usercpu_time_millis_testing
153.95119300228544
usercpu_time_millis_testing
152.58296200045152
usercpu_time_millis_testing
153.8627119953162
usercpu_time_millis_testing
152.03406599903246
usercpu_time_millis
34308.25035899761
usercpu_time_millis
30882.1993140009
usercpu_time_millis
33964.69181899738
usercpu_time_millis
34141.503362996446
usercpu_time_millis
33626.00670500251
usercpu_time_millis
32307.313821002026
usercpu_time_millis
34027.79043099872
usercpu_time_millis
33896.706133004045
usercpu_time_millis
32050.064390990883
usercpu_time_millis
33782.513669000764