14
8315
memory
null
8315
axis
0
8316
categorical_features
[]
8316
copy
true
8316
fill_empty
0
8316
missing_values
"NaN"
8316
strategy
"mean"
8316
strategy_nominal
"most_frequent"
8316
verbose
0
8316
categorical_features
[]
7644
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
7644
handle_unknown
"ignore"
7644
n_values
"auto"
7644
sparse
true
7644
threshold
0.0
7645
bootstrap
true
7684
class_weight
null
7684
criterion
"gini"
7684
max_depth
null
7684
max_features
0.42930216620365746
7684
max_leaf_nodes
null
7684
min_impurity_decrease
0.0
7684
min_impurity_split
null
7684
min_samples_leaf
1
7684
min_samples_split
20
7684
min_weight_fraction_leaf
0.0
7684
n_estimators
500
7684
n_jobs
1
7684
oob_score
false
7684
random_state
1
7684
verbose
0
7684
warm_start
false
7684
openml-python
Sklearn_0.19.1.
study_98
usercpu_time_millis_training
22614.448102000097
usercpu_time_millis_training
22630.9320069995
usercpu_time_millis_training
22430.001292999805
usercpu_time_millis_training
22586.606538001433
usercpu_time_millis_training
22746.631313000762
usercpu_time_millis_training
22613.243371000863
usercpu_time_millis_training
22787.00341900003
usercpu_time_millis_training
22680.6447630006
usercpu_time_millis_training
22948.49247499951
usercpu_time_millis_training
22595.659802000228
usercpu_time_millis_testing
92.29266399961489
usercpu_time_millis_testing
91.2085809995915
usercpu_time_millis_testing
92.51990699885937
usercpu_time_millis_testing
91.81802700004482
usercpu_time_millis_testing
94.59338600026967
usercpu_time_millis_testing
89.97803800048132
usercpu_time_millis_testing
95.69574699889927
usercpu_time_millis_testing
91.82531099941116
usercpu_time_millis_testing
90.23912799966638
usercpu_time_millis_testing
94.56118799971591
usercpu_time_millis
22706.74076599971
usercpu_time_millis
22722.140587999093
usercpu_time_millis
22522.521199998664
usercpu_time_millis
22678.42456500148
usercpu_time_millis
22841.22469900103
usercpu_time_millis
22703.221409001344
usercpu_time_millis
22882.69916599893
usercpu_time_millis
22772.47007400001
usercpu_time_millis
23038.731602999178
usercpu_time_millis
22690.220989999943
predictive_accuracy
0.805
predictive_accuracy
0.795
predictive_accuracy
0.82
predictive_accuracy
0.825
predictive_accuracy
0.81
predictive_accuracy
0.85
predictive_accuracy
0.84
predictive_accuracy
0.84
predictive_accuracy
0.855
predictive_accuracy
0.795