10559681
3821
ray wright
317602
Supervised Classification
area_under_roc_curve
18688
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,gradientboostingclassifier=sklearn.ensemble._gb.GradientBoostingClassifier)(1)
8276217
add_indicator
false
18585
copy
true
18585
fill_value
null
18585
missing_values
NaN
18585
strategy
"mean"
18585
verbose
0
18585
memory
null
18688
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "gradientboostingclassifier", "step_name": "gradientboostingclassifier"}}]
18688
verbose
false
18688
ccp_alpha
0.0
18689
criterion
"friedman_mse"
18689
init
null
18689
learning_rate
0.1
18689
loss
"deviance"
18689
max_depth
3
18689
max_features
null
18689
max_leaf_nodes
null
18689
min_impurity_decrease
0.0
18689
min_impurity_split
null
18689
min_samples_leaf
1
18689
min_samples_split
2
18689
min_weight_fraction_leaf
0.0
18689
n_estimators
100
18689
n_iter_no_change
null
18689
presort
"deprecated"
18689
random_state
27685
18689
subsample
1.0
18689
tol
0.0001
18689
validation_fraction
0.1
18689
verbose
0
18689
warm_start
false
18689
openml-python
Sklearn_0.23.1.
3
kr-vs-kp
https://www.openml.org/data/download/3/dataset_3_kr-vs-kp.arff
-1
22044508
description
https://api.openml.org/data/download/22044508/description.xml
-1
22044509
predictions
https://api.openml.org/data/download/22044509/predictions.arff
area_under_roc_curve
0.9971251266464033 [0.997125,0.997125]
average_cost
0
f_measure
0.9791392041072109 [0.980322,0.977778]
kappa
0.9581035666534167
kb_relative_information_score
0.8890009777033956
mean_absolute_error
0.0642371642419709
mean_prior_absolute_error
0.4984412696265334
weighted_recall
0.9791271347248577 [0.971631,0.987755]
number_of_instances
1054 [564,490]
precision
0.9793279855321656 [0.98917,0.968]
predictive_accuracy
0.9791271347248576
prior_entropy
0.9969231113272649
relative_absolute_error
0.12887609465023198
root_mean_prior_squared_error
0.4989330322965259
root_mean_squared_error
0.14167120972308847
root_relative_squared_error
0.2839483468773229
total_cost
0
unweighted_recall
0.9796931538572875 [0.971631,0.987755]
area_under_roc_curve
0.9971251266464033 [0.997125,0.997125]
average_cost
0
f_measure
0.9791392041072109 [0.980322,0.977778]
kappa
0.9581035666534167
kb_relative_information_score
0.8890009777033956
mean_absolute_error
0.0642371642419709
mean_prior_absolute_error
0.4984412696265334
weighted_recall
0.9791271347248577 [0.971631,0.987755]
number_of_instances
1054 [564,490]
precision
0.9793279855321656 [0.98917,0.968]
predictive_accuracy
0.9791271347248576
prior_entropy
0.9969231113272649
relative_absolute_error
0.12887609465023198
root_mean_prior_squared_error
0.4989330322965259
root_mean_squared_error
0.14167120972308847
root_relative_squared_error
0.2839483468773229
total_cost
0
usercpu_time_millis
375
usercpu_time_millis_testing
0
usercpu_time_millis_training
375
wall_clock_time_millis
387.27545738220215
wall_clock_time_millis_training
382.3239803314209
wall_clock_time_millis_testing
4.95147705078125
unweighted_recall
0.9796931538572875 [0.971631,0.987755]