580524
939
Martijn Post
37
Supervised Classification
4006
weka.LibSVM(8)
6368
weka.classifiers.functions.LibSVM -- -S 0 -K 1 -D 3 -G 0.0 -R 0.0 -N 0.5 -M 40.0 -C 1.0 -E 0.001 -P 0.1 -model D:\Weka-3-7 -seed 1
S
0
4006
K
1
4006
D
3
4006
G
0.0
4006
R
0.0
4006
C
1.0
4006
N
0.5
4006
P
0.1
4006
M
40.0
4006
E
0.001
4006
model
D:\Weka-3-7
4006
seed
1
4006
study_20
weka
weka_3.7.13
37
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
2004877
description
https://api.openml.org/data/download/2004877/weka_generated_run8620210248531759733.xml
-1
2004879
model_readable
https://api.openml.org/data/download/2004879/WekaModel_weka.classifiers.functions.LibSVM1280278746770768162.model
-1
2004878
model_serialized
https://api.openml.org/data/download/2004878/WekaSerialized_weka.classifiers.functions.LibSVM2839535966743033187.model
-1
2004880
predictions
https://api.openml.org/data/download/2004880/weka_generated_predictions1804641710578911756.arff
area_under_roc_curve
0.577851 [0.577851,0.577851]
average_cost
0
f_measure
0.632439 [0.763538,0.38785]
kappa
0.17176
kb_relative_information_score
167.838368
mean_absolute_error
0.341146
mean_prior_absolute_error
0.454491
number_of_instances
768 [500,268]
os_information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
precision
0.633967 [0.695724,0.51875]
predictive_accuracy
0.658854
prior_entropy
0.933487
recall
0.658854 [0.846,0.309701]
relative_absolute_error
0.75061
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.584077
root_relative_squared_error
1.225402
scimark_benchmark
1742.820821 [1029.354187909942, 1408.5928106821336, 797.1357251071837, 1661.2421317915396, 3817.7792497895534]
total_cost
0
usercpu_time_millis
47781.25
usercpu_time_millis_testing
15.625
usercpu_time_millis_training
47765.625
area_under_roc_curve
0.576667 [0.576667,0.576667]
area_under_roc_curve
0.514074 [0.514074,0.514074]
area_under_roc_curve
0.522593 [0.522593,0.522593]
area_under_roc_curve
0.600741 [0.600741,0.600741]
area_under_roc_curve
0.512593 [0.512593,0.512593]
area_under_roc_curve
0.578148 [0.578148,0.578148]
area_under_roc_curve
0.616667 [0.616667,0.616667]
area_under_roc_curve
0.58963 [0.58963,0.58963]
area_under_roc_curve
0.593077 [0.593077,0.593077]
area_under_roc_curve
0.679231 [0.679231,0.679231]
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
0.628762 [0.752294,0.4]
f_measure
0.564217 [0.752137,0.216216]
f_measure
0.575511 [0.747826,0.25641]
f_measure
0.636364 [0.72,0.481481]
f_measure
0.566131 [0.736842,0.25]
f_measure
0.632189 [0.767857,0.380952]
f_measure
0.671126 [0.79646,0.439024]
f_measure
0.644189 [0.793103,0.368421]
f_measure
0.650208 [0.770642,0.418605]
f_measure
0.71925 [0.796117,0.571429]
kappa
0.166065
kappa
0.032915
kappa
0.051805
kappa
0.201481
kappa
0.028595
kappa
0.174092
kappa
0.262391
kappa
0.207547
kappa
0.20302
kappa
0.368671
kb_relative_information_score
15.277239
kb_relative_information_score
10.698063
kb_relative_information_score
10.698063
kb_relative_information_score
12.987651
kb_relative_information_score
8.408475
kb_relative_information_score
17.566826
kb_relative_information_score
24.43559
kb_relative_information_score
22.146002
kb_relative_information_score
18.231054
kb_relative_information_score
27.389406
mean_absolute_error
0.350649
mean_absolute_error
0.376623
mean_absolute_error
0.376623
mean_absolute_error
0.363636
mean_absolute_error
0.38961
mean_absolute_error
0.337662
mean_absolute_error
0.298701
mean_absolute_error
0.311688
mean_absolute_error
0.328947
mean_absolute_error
0.276316
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
0.626568 [0.694915,0.5]
precision
0.566699 [0.656716,0.4]
precision
0.575674 [0.661538,0.416667]
precision
0.636364 [0.72,0.481481]
precision
0.561001 [0.65625,0.384615]
precision
0.637369 [0.693548,0.533333]
precision
0.689239 [0.714286,0.642857]
precision
0.675718 [0.69697,0.636364]
precision
0.649446 [0.711864,0.529412]
precision
0.717175 [0.773585,0.608696]
predictive_accuracy
0.649351
predictive_accuracy
0.623377
predictive_accuracy
0.623377
predictive_accuracy
0.636364
predictive_accuracy
0.61039
predictive_accuracy
0.662338
predictive_accuracy
0.701299
predictive_accuracy
0.688312
predictive_accuracy
0.671053
predictive_accuracy
0.723684
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
0.649351 [0.82,0.333333]
recall
0.623377 [0.88,0.148148]
recall
0.623377 [0.86,0.185185]
recall
0.636364 [0.72,0.481481]
recall
0.61039 [0.84,0.185185]
recall
0.662338 [0.86,0.296296]
recall
0.701299 [0.9,0.333333]
recall
0.688312 [0.92,0.259259]
recall
0.671053 [0.84,0.346154]
recall
0.723684 [0.82,0.538462]
relative_absolute_error
0.770656
relative_absolute_error
0.827742
relative_absolute_error
0.827742
relative_absolute_error
0.799199
relative_absolute_error
0.856285
relative_absolute_error
0.742114
relative_absolute_error
0.656485
relative_absolute_error
0.685028
relative_absolute_error
0.727074
relative_absolute_error
0.610742
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
0.592157
root_mean_squared_error
0.613696
root_mean_squared_error
0.613696
root_mean_squared_error
0.603023
root_mean_squared_error
0.624188
root_mean_squared_error
0.581087
root_mean_squared_error
0.546536
root_mean_squared_error
0.558291
root_mean_squared_error
0.573539
root_mean_squared_error
0.525657
root_relative_squared_error
1.240963
root_relative_squared_error
1.286103
root_relative_squared_error
1.286103
root_relative_squared_error
1.263735
root_relative_squared_error
1.30809
root_relative_squared_error
1.217765
root_relative_squared_error
1.145357
root_relative_squared_error
1.169991
root_relative_squared_error
1.2088
root_relative_squared_error
1.107884
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
42593.75
usercpu_time_millis
39296.875
usercpu_time_millis
44875
usercpu_time_millis
43609.375
usercpu_time_millis
41671.875
usercpu_time_millis
41781.25
usercpu_time_millis
46203.125
usercpu_time_millis
43484.375
usercpu_time_millis
42750
usercpu_time_millis
40375
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
42593.75
usercpu_time_millis_training
39296.875
usercpu_time_millis_training
44875
usercpu_time_millis_training
43609.375
usercpu_time_millis_training
41671.875
usercpu_time_millis_training
41781.25
usercpu_time_millis_training
46203.125
usercpu_time_millis_training
43484.375
usercpu_time_millis_training
42750
usercpu_time_millis_training
40375