581226
1
Jan van Rijn
37
Supervised Classification
3983
weka.MultiBoostAB_RandomTree(3)
6387
weka.classifiers.meta.MultiBoostAB -- -C 3 -P 100 -S 1 -I 10 -W weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -V 0.001 -S 1
K
0
1725
M
1.0
1725
V
0.001
1725
S
1
1725
C
3
3983
P
100
3983
S
1
3983
I
10
3983
W
weka.classifiers.trees.RandomTree
3983
study_70
weka
weka_3.7.13
37
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
2007678
description
https://api.openml.org/data/download/2007678/weka_generated_run3518930984284042973.xml
-1
2007680
model_readable
https://api.openml.org/data/download/2007680/WekaModel_weka.classifiers.meta.MultiBoostAB7437360869041278330.model
-1
2007679
model_serialized
https://api.openml.org/data/download/2007679/WekaSerialized_weka.classifiers.meta.MultiBoostAB8203519446226386185.model
-1
2007681
predictions
https://api.openml.org/data/download/2007681/weka_generated_predictions923991667130101945.arff
area_under_roc_curve
0.655119 [0.655119,0.655119]
average_cost
0
f_measure
0.686333 [0.758759,0.55121]
kappa
0.30997
kb_relative_information_score
215.919715
mean_absolute_error
0.313802
mean_prior_absolute_error
0.454491
number_of_instances
768 [500,268]
os_information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
precision
0.68647 [0.759519,0.550186]
predictive_accuracy
0.686198
prior_entropy
0.933487
recall
0.686198 [0.758,0.552239]
relative_absolute_error
0.690447
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.56018
root_relative_squared_error
1.175267
scimark_benchmark
1291.631805 [742.8622671042033, 957.9691807538699, 471.3528398414899, 1177.6460905947824, 3108.3286443892966]
total_cost
0
usercpu_time_millis
10
usercpu_time_millis_testing
0
usercpu_time_millis_training
10
area_under_roc_curve
0.696296 [0.696296,0.696296]
area_under_roc_curve
0.600741 [0.600741,0.600741]
area_under_roc_curve
0.673333 [0.673333,0.673333]
area_under_roc_curve
0.656296 [0.656296,0.656296]
area_under_roc_curve
0.674815 [0.674815,0.674815]
area_under_roc_curve
0.687778 [0.687778,0.687778]
area_under_roc_curve
0.603704 [0.603704,0.603704]
area_under_roc_curve
0.680741 [0.680741,0.680741]
area_under_roc_curve
0.62 [0.62,0.62]
area_under_roc_curve
0.657692 [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
0.72605 [0.792079,0.603774]
f_measure
0.636364 [0.72,0.481481]
f_measure
0.681735 [0.731183,0.590164]
f_measure
0.678848 [0.742268,0.561404]
f_measure
0.692566 [0.75,0.586207]
f_measure
0.723223 [0.796117,0.588235]
f_measure
0.65079 [0.754717,0.458333]
f_measure
0.727294 [0.814815,0.565217]
f_measure
0.657895 [0.74,0.5]
f_measure
0.676824 [0.736842,0.561404]
kappa
0.395966
kappa
0.201481
kappa
0.327158
kappa
0.304803
kappa
0.338109
kappa
0.385405
kappa
0.218579
kappa
0.387917
kappa
0.24
kappa
0.301471
kb_relative_information_score
29.014766
kb_relative_information_score
12.987651
kb_relative_information_score
19.856414
kb_relative_information_score
19.856414
kb_relative_information_score
22.146002
kb_relative_information_score
29.014766
kb_relative_information_score
17.566826
kb_relative_information_score
31.304354
kb_relative_information_score
15.941466
kb_relative_information_score
18.231054
mean_absolute_error
0.272727
mean_absolute_error
0.363636
mean_absolute_error
0.324675
mean_absolute_error
0.324675
mean_absolute_error
0.311688
mean_absolute_error
0.272727
mean_absolute_error
0.337662
mean_absolute_error
0.25974
mean_absolute_error
0.342105
mean_absolute_error
0.328947
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.452427
mean_prior_absolute_error
0.452427
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
0.725079 [0.784314,0.615385]
precision
0.636364 [0.72,0.481481]
precision
0.699078 [0.790698,0.529412]
precision
0.684388 [0.765957,0.533333]
precision
0.700479 [0.782609,0.548387]
precision
0.721484 [0.773585,0.625]
precision
0.647495 [0.714286,0.52381]
precision
0.732529 [0.758621,0.684211]
precision
0.657895 [0.74,0.5]
precision
0.688266 [0.777778,0.516129]
predictive_accuracy
0.727273
predictive_accuracy
0.636364
predictive_accuracy
0.675325
predictive_accuracy
0.675325
predictive_accuracy
0.688312
predictive_accuracy
0.727273
predictive_accuracy
0.662338
predictive_accuracy
0.74026
predictive_accuracy
0.657895
predictive_accuracy
0.671053
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
recall
0.727273 [0.8,0.592593]
recall
0.636364 [0.72,0.481481]
recall
0.675325 [0.68,0.666667]
recall
0.675325 [0.72,0.592593]
recall
0.688312 [0.72,0.62963]
recall
0.727273 [0.82,0.555556]
recall
0.662338 [0.8,0.407407]
recall
0.74026 [0.88,0.481481]
recall
0.657895 [0.74,0.5]
recall
0.671053 [0.7,0.615385]
relative_absolute_error
0.599399
relative_absolute_error
0.799199
relative_absolute_error
0.713571
relative_absolute_error
0.713571
relative_absolute_error
0.685028
relative_absolute_error
0.599399
relative_absolute_error
0.742114
relative_absolute_error
0.570857
relative_absolute_error
0.756157
relative_absolute_error
0.727074
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.47447
root_mean_prior_squared_error
0.47447
root_mean_squared_error
0.522233
root_mean_squared_error
0.603023
root_mean_squared_error
0.569803
root_mean_squared_error
0.569803
root_mean_squared_error
0.558291
root_mean_squared_error
0.522233
root_mean_squared_error
0.581087
root_mean_squared_error
0.509647
root_mean_squared_error
0.584898
root_mean_squared_error
0.573539
root_relative_squared_error
1.094426
root_relative_squared_error
1.263735
root_relative_squared_error
1.194117
root_relative_squared_error
1.194117
root_relative_squared_error
1.169991
root_relative_squared_error
1.094426
root_relative_squared_error
1.217765
root_relative_squared_error
1.068051
root_relative_squared_error
1.232739
root_relative_squared_error
1.2088
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
60
usercpu_time_millis
20
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
20
usercpu_time_millis
10
usercpu_time_millis
10
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_testing
0
usercpu_time_millis_training
60
usercpu_time_millis_training
20
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
20
usercpu_time_millis_training
10
usercpu_time_millis_training
10