7809450
3886
Benjamin Strang
37
Supervised Classification
7122
sklearn.pipeline.Pipeline(imputer=sklearn.preprocessing.imputation.Imputer,estimator=sklearn.tree.tree.DecisionTreeClassifier)(1)
5838497
memory
null
7122
axis
0
7123
copy
true
7123
missing_values
"NaN"
7123
strategy
"mean"
7123
verbose
0
7123
class_weight
null
7124
criterion
"gini"
7124
max_depth
null
7124
max_features
null
7124
max_leaf_nodes
null
7124
min_impurity_decrease
0.0
7124
min_impurity_split
null
7124
min_samples_leaf
1
7124
min_samples_split
2
7124
min_weight_fraction_leaf
0.0
7124
presort
false
7124
random_state
32626
7124
splitter
"best"
7124
openml-python
Sklearn_0.19.0.
37
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
16542871
description
https://api.openml.org/data/download/16542871/description.xml
-1
16542872
predictions
https://api.openml.org/data/download/16542872/predictions.arff
area_under_roc_curve
0.6578507462686568 [0.657851,0.657851]
average_cost
0
f_measure
0.6880298973672468 [0.759036,0.555556]
kappa
0.31461208948119945
kb_relative_information_score
218.20930325925556
mean_absolute_error
0.3125
mean_prior_absolute_error
0.4544913419913401
number_of_instances
768 [500,268]
precision
0.6885970113851992 [0.762097,0.551471]
predictive_accuracy
0.6875
prior_entropy
0.9334867928309245
recall
0.6875 [0.756,0.559701]
relative_absolute_error
0.6875818549827389
root_mean_prior_squared_error
0.4766409223329586
root_mean_squared_error
0.5590169943749475
root_relative_squared_error
1.1728262685436077
total_cost
0
area_under_roc_curve
0.7062962962962963 [0.706296,0.706296]
area_under_roc_curve
0.5722222222222222 [0.572222,0.572222]
area_under_roc_curve
0.6107407407407407 [0.610741,0.610741]
area_under_roc_curve
0.6892592592592592 [0.689259,0.689259]
area_under_roc_curve
0.6262962962962964 [0.626296,0.626296]
area_under_roc_curve
0.7133333333333335 [0.713333,0.713333]
area_under_roc_curve
0.6477777777777778 [0.647778,0.647778]
area_under_roc_curve
0.7162962962962963 [0.716296,0.716296]
area_under_roc_curve
0.6392307692307693 [0.639231,0.639231]
area_under_roc_curve
0.6576923076923077 [0.657692,0.657692]
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
0.7378112083994437 [0.803922,0.615385]
f_measure
0.6103896103896104 [0.7,0.444444]
f_measure
0.6477785244831762 [0.732673,0.490566]
f_measure
0.7313771134525852 [0.811321,0.583333]
f_measure
0.6429400386847195 [0.702128,0.533333]
f_measure
0.7302323287130666 [0.783505,0.631579]
f_measure
0.6766364948183129 [0.747475,0.545455]
f_measure
0.7495827986975903 [0.815534,0.627451]
f_measure
0.6724945582939624 [0.747475,0.528302]
f_measure
0.6768236380424746 [0.736842,0.561404]
kappa
0.41974378296910325
kappa
0.1444444444444444
kappa
0.22338438550616366
kappa
0.3989071038251366
kappa
0.24031007751937986
kappa
0.4160346695557964
kappa
0.29305912596401024
kappa
0.4439376662865831
kappa
0.2759146341463414
kappa
0.301470588235294
kb_relative_information_score
31.304354177492847
kb_relative_information_score
8.408474644681833
kb_relative_information_score
15.277238504525135
kb_relative_information_score
31.304354177492847
kb_relative_information_score
12.98765055124403
kb_relative_information_score
29.014766224211744
kb_relative_information_score
19.85641441108734
kb_relative_information_score
33.59394213077395
kb_relative_information_score
18.231054218872544
kb_relative_information_score
18.231054218872547
mean_absolute_error
0.2597402597402597
mean_absolute_error
0.38961038961038963
mean_absolute_error
0.35064935064935066
mean_absolute_error
0.2597402597402597
mean_absolute_error
0.36363636363636365
mean_absolute_error
0.2727272727272727
mean_absolute_error
0.3246753246753247
mean_absolute_error
0.24675324675324675
mean_absolute_error
0.32894736842105265
mean_absolute_error
0.32894736842105265
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.45242652084757423
mean_prior_absolute_error
0.45242652084757423
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
76 [50,26]
number_of_instances
76 [50,26]
precision
0.7364035964035964 [0.788462,0.64]
precision
0.6103896103896104 [0.7,0.444444]
precision
0.6464222052457347 [0.72549,0.5]
precision
0.7323747680890539 [0.767857,0.666667]
precision
0.6570247933884298 [0.75,0.484848]
precision
0.7353965183752418 [0.808511,0.6]
precision
0.6781738669493772 [0.755102,0.535714]
precision
0.7483459936290124 [0.792453,0.666667]
precision
0.6741655726618132 [0.755102,0.518519]
precision
0.6882663648368232 [0.777778,0.516129]
predictive_accuracy
0.7402597402597402
predictive_accuracy
0.6103896103896104
predictive_accuracy
0.6493506493506493
predictive_accuracy
0.7402597402597402
predictive_accuracy
0.6363636363636364
predictive_accuracy
0.7272727272727273
predictive_accuracy
0.6753246753246753
predictive_accuracy
0.7532467532467533
predictive_accuracy
0.6710526315789473
predictive_accuracy
0.6710526315789473
prior_entropy
0.9334867928309245
prior_entropy
0.9334867928309245
prior_entropy
0.9334867928309245
prior_entropy
0.9334867928309245
prior_entropy
0.9334867928309245
prior_entropy
0.9334867928309245
prior_entropy
0.9334867928309245
prior_entropy
0.9334867928309245
prior_entropy
0.9334867928309245
prior_entropy
0.9334867928309245
recall
0.7402597402597403 [0.82,0.592593]
recall
0.6103896103896104 [0.7,0.444444]
recall
0.6493506493506493 [0.74,0.481481]
recall
0.7402597402597403 [0.86,0.518519]
recall
0.6363636363636364 [0.66,0.592593]
recall
0.7272727272727273 [0.76,0.666667]
recall
0.6753246753246753 [0.74,0.555556]
recall
0.7532467532467533 [0.84,0.592593]
recall
0.6710526315789473 [0.74,0.538462]
recall
0.6710526315789473 [0.7,0.615385]
relative_absolute_error
0.5708566556696436
relative_absolute_error
0.8562849835044658
relative_absolute_error
0.7706564851540191
relative_absolute_error
0.5708566556696436
relative_absolute_error
0.7991993179375014
relative_absolute_error
0.599399488453126
relative_absolute_error
0.7135708195870546
relative_absolute_error
0.5423138228861615
relative_absolute_error
0.7270735760688914
relative_absolute_error
0.7270735760688914
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4744699650121647
root_mean_prior_squared_error
0.4744699650121647
root_mean_squared_error
0.5096471914376255
root_mean_squared_error
0.6241877839323593
root_mean_squared_error
0.592156525463792
root_mean_squared_error
0.5096471914376255
root_mean_squared_error
0.6030226891555273
root_mean_squared_error
0.5222329678670935
root_mean_squared_error
0.5698028822981898
root_mean_squared_error
0.496742636335202
root_mean_squared_error
0.5735393346764044
root_mean_squared_error
0.5735393346764044
root_relative_squared_error
1.0680506967704846
root_relative_squared_error
1.3080896132558644
root_relative_squared_error
1.2409627684491944
root_relative_squared_error
1.0680506967704846
root_relative_squared_error
1.2637346268978644
root_relative_squared_error
1.0944262905356
root_relative_squared_error
1.1941169806974095
root_relative_squared_error
1.0410070491251833
root_relative_squared_error
1.2088000863483521
root_relative_squared_error
1.2088000863483521
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
usercpu_time_millis
15.625
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625