10154733
287
Hugo Spee
4
Supervised Classification
predictive_accuracy
8879
sklearn.pipeline.Pipeline(imputer=sklearn.impute.SimpleImputer,estimator=sklearn.ensemble.forest.RandomForestClassifier)(1)
8080312
bootstrap
true
8871
class_weight
null
8871
criterion
"gini"
8871
max_depth
null
8871
max_features
null
8871
max_leaf_nodes
null
8871
min_impurity_decrease
0.0
8871
min_impurity_split
null
8871
min_samples_leaf
1
8871
min_samples_split
2
8871
min_weight_fraction_leaf
0.0
8871
n_estimators
10
8871
n_jobs
null
8871
oob_score
false
8871
random_state
41243
8871
verbose
0
8871
warm_start
false
8871
copy
true
8877
fill_value
null
8877
missing_values
NaN
8877
strategy
"mean"
8877
verbose
0
8877
memory
null
8879
auto-jupyter-notebook
openml-python
Sklearn_0.20.1.
4
labor
https://www.openml.org/data/download/4/dataset_4_labor.arff
-1
21230044
description
https://api.openml.org/data/download/21230044/description.xml
-1
21230045
predictions
https://api.openml.org/data/download/21230045/predictions.arff
area_under_roc_curve
0.972972972972973 [0.972973,0.972973]
average_cost
0
f_measure
0.9298245614035088 [0.9,0.945946]
kappa
0.845945945945946
kb_relative_information_score
38.2371436834002
mean_absolute_error
0.15789473684210528
mean_prior_absolute_error
0.45703241153731783
number_of_instances
57 [20,37]
precision
0.9298245614035088 [0.9,0.945946]
predictive_accuracy
0.9298245614035088
prior_entropy
0.9392547207311598
recall
0.9298245614035088 [0.9,0.945946]
relative_absolute_error
0.34547820429407944
root_mean_prior_squared_error
0.4772713500278714
root_mean_squared_error
0.2622440272428743
root_relative_squared_error
0.5494652616955951
total_cost
0
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.875 [0.875,0.875]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.6666666666666666 [0.666667,0.666667]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
f_measure
0.8148148148148149 [0.666667,0.888889]
f_measure
0.8380952380952381 [0.8,0.857143]
f_measure
1 [1,1]
f_measure
0.8380952380952381 [0.8,0.857143]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
0.7809523809523808 [0.666667,0.857143]
f_measure
1 [1,1]
f_measure
1 [1,1]
kappa
0.5714285714285715
kappa
0.6666666666666667
kappa
1
kappa
0.6666666666666667
kappa
1
kappa
1
kappa
1
kappa
0.5454545454545455
kappa
1
kappa
1
kb_relative_information_score
3.05356317387328
kb_relative_information_score
3.3461992769067788
kb_relative_information_score
5.876481932976113
kb_relative_information_score
2.387498397822431
kb_relative_information_score
4.244523270907577
kb_relative_information_score
4.93002016069006
kb_relative_information_score
3.8940519109922276
kb_relative_information_score
1.3735010706430755
kb_relative_information_score
4.2542550866277615
kb_relative_information_score
4.877049401960873
mean_absolute_error
0.2166666666666667
mean_absolute_error
0.20000000000000004
mean_absolute_error
0
mean_absolute_error
0.26666666666666666
mean_absolute_error
0.15
mean_absolute_error
0.08333333333333333
mean_absolute_error
0.16666666666666666
mean_absolute_error
0.36
mean_absolute_error
0.1
mean_absolute_error
0.039999999999999994
mean_prior_absolute_error
0.4519774011299435
mean_prior_absolute_error
0.4519774011299435
mean_prior_absolute_error
0.4519774011299435
mean_prior_absolute_error
0.4519774011299435
mean_prior_absolute_error
0.4519774011299435
mean_prior_absolute_error
0.4519774011299435
mean_prior_absolute_error
0.4519774011299435
mean_prior_absolute_error
0.4711864406779661
mean_prior_absolute_error
0.4711864406779661
mean_prior_absolute_error
0.4711864406779661
number_of_instances
6 [2,4]
number_of_instances
6 [2,4]
number_of_instances
6 [2,4]
number_of_instances
6 [2,4]
number_of_instances
6 [2,4]
number_of_instances
6 [2,4]
number_of_instances
6 [2,4]
number_of_instances
5 [2,3]
number_of_instances
5 [2,3]
number_of_instances
5 [2,3]
precision
0.8666666666666667 [1,0.8]
precision
0.8888888888888888 [0.666667,1]
precision
1 [1,1]
precision
0.8888888888888888 [0.666667,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
0.85 [1,0.75]
precision
1 [1,1]
precision
1 [1,1]
predictive_accuracy
0.8333333333333333
predictive_accuracy
0.8333333333333333
predictive_accuracy
1
predictive_accuracy
0.8333333333333333
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.8
predictive_accuracy
1
predictive_accuracy
1
prior_entropy
0.9392547207311598
prior_entropy
0.9392547207311598
prior_entropy
0.9392547207311598
prior_entropy
0.9392547207311598
prior_entropy
0.9392547207311598
prior_entropy
0.9392547207311598
prior_entropy
0.9392547207311598
prior_entropy
0.9392547207311598
prior_entropy
0.9392547207311598
prior_entropy
0.9392547207311598
recall
0.8333333333333334 [0.5,1]
recall
0.8333333333333334 [1,0.75]
recall
1 [1,1]
recall
0.8333333333333334 [1,0.75]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
0.8 [0.5,1]
recall
1 [1,1]
recall
1 [1,1]
relative_absolute_error
0.47937500000000005
relative_absolute_error
0.44250000000000006
relative_absolute_error
0
relative_absolute_error
0.59
relative_absolute_error
0.331875
relative_absolute_error
0.18437499999999996
relative_absolute_error
0.3687499999999999
relative_absolute_error
0.7640287769784173
relative_absolute_error
0.21223021582733814
relative_absolute_error
0.08489208633093524
root_mean_prior_squared_error
0.47194589854140345
root_mean_prior_squared_error
0.47194589854140345
root_mean_prior_squared_error
0.47194589854140345
root_mean_prior_squared_error
0.47194589854140345
root_mean_prior_squared_error
0.47194589854140345
root_mean_prior_squared_error
0.47194589854140345
root_mean_prior_squared_error
0.47194589854140345
root_mean_prior_squared_error
0.49187597084841955
root_mean_prior_squared_error
0.49187597084841955
root_mean_prior_squared_error
0.49187597084841955
root_mean_squared_error
0.334165627596057
root_mean_squared_error
0.28867513459481287
root_mean_squared_error
0
root_mean_squared_error
0.3741657386773941
root_mean_squared_error
0.2041241452319315
root_mean_squared_error
0.16832508230603466
root_mean_squared_error
0.24494897427831783
root_mean_squared_error
0.43358966777357605
root_mean_squared_error
0.18439088914585777
root_mean_squared_error
0.06324555320336758
root_relative_squared_error
0.7080591835395321
root_relative_squared_error
0.6116699721027189
root_relative_squared_error
0
root_relative_squared_error
0.7928148964400181
root_relative_squared_error
0.4325159851220189
root_relative_squared_error
0.35666181828523214
root_relative_squared_error
0.5190191821464228
root_relative_squared_error
0.8815020319567402
root_relative_squared_error
0.3748727323024307
root_relative_squared_error
0.12858028639674662
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0