580040
1
Jan van Rijn
37
Supervised Classification
3910
weka.AdaBoostM1_IBk(5)
6353
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 10 -W weka.classifiers.lazy.IBk -- -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\""
K
1
1721
W
0
1721
A
true
1721
P
100
3910
S
1
3910
I
10
3910
W
weka.classifiers.lazy.IBk
3910
weka
weka_3.7.13
37
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
2002940
description
https://api.openml.org/data/download/2002940/weka_generated_run5859926236556024880.xml
-1
2002942
model_readable
https://api.openml.org/data/download/2002942/WekaModel_weka.classifiers.meta.AdaBoostM11206256890024301982.model
-1
2002941
model_serialized
https://api.openml.org/data/download/2002941/WekaSerialized_weka.classifiers.meta.AdaBoostM16024123030216746675.model
-1
2002943
predictions
https://api.openml.org/data/download/2002943/weka_generated_predictions4816497213754248393.arff
area_under_roc_curve
0.672478 [0.672478,0.672478]
average_cost
0
f_measure
0.700592 [0.776031,0.559846]
kappa
0.336285
kb_relative_information_score
244.988262
mean_absolute_error
0.297461
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
0.698847 [0.762548,0.58]
predictive_accuracy
0.703125
prior_entropy
0.933487
recall
0.703125 [0.79,0.541045]
relative_absolute_error
0.654492
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.544078
root_relative_squared_error
1.141483
scimark_benchmark
1498.790802 [841.2060327911004, 1092.6878565884756, 564.0881775971698, 1336.7872955316093, 3659.1846492840223]
total_cost
0
usercpu_time_millis
100
usercpu_time_millis_testing
40
usercpu_time_millis_training
60
area_under_roc_curve
0.753333 [0.753333,0.753333]
area_under_roc_curve
0.630741 [0.630741,0.630741]
area_under_roc_curve
0.666296 [0.666296,0.666296]
area_under_roc_curve
0.620741 [0.620741,0.620741]
area_under_roc_curve
0.573704 [0.573704,0.573704]
area_under_roc_curve
0.657778 [0.657778,0.657778]
area_under_roc_curve
0.680741 [0.680741,0.680741]
area_under_roc_curve
0.679259 [0.679259,0.679259]
area_under_roc_curve
0.65 [0.65,0.65]
area_under_roc_curve
0.745385 [0.745385,0.745385]
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
0.778231 [0.831683,0.679245]
f_measure
0.670504 [0.757282,0.509804]
f_measure
0.690697 [0.755102,0.571429]
f_measure
0.659155 [0.745098,0.5]
f_measure
0.617784 [0.718447,0.431373]
f_measure
0.688312 [0.76,0.555556]
f_measure
0.727294 [0.814815,0.565217]
f_measure
0.719852 [0.8,0.571429]
f_measure
0.692511 [0.776699,0.530612]
f_measure
0.754386 [0.8,0.666667]
kappa
0.51102
kappa
0.268339
kappa
0.327021
kappa
0.245667
kappa
0.151273
kappa
0.315556
kappa
0.387917
kappa
0.374468
kappa
0.308544
kappa
0.469118
kb_relative_information_score
38.077153
kb_relative_information_score
19.796157
kb_relative_information_score
22.081282
kb_relative_information_score
17.511033
kb_relative_information_score
10.655659
kb_relative_information_score
22.081282
kb_relative_information_score
31.221779
kb_relative_information_score
28.936655
kb_relative_information_score
22.74337
kb_relative_information_score
31.883893
mean_absolute_error
0.221585
mean_absolute_error
0.325181
mean_absolute_error
0.312232
mean_absolute_error
0.338131
mean_absolute_error
0.376979
mean_absolute_error
0.312232
mean_absolute_error
0.260434
mean_absolute_error
0.273383
mean_absolute_error
0.3032
mean_absolute_error
0.25072
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
0.777517 [0.823529,0.692308]
precision
0.667759 [0.735849,0.541667]
precision
0.694003 [0.770833,0.551724]
precision
0.656863 [0.730769,0.52]
precision
0.614035 [0.698113,0.458333]
precision
0.688312 [0.76,0.555556]
precision
0.732529 [0.758621,0.684211]
precision
0.719008 [0.763636,0.636364]
precision
0.689888 [0.754717,0.565217]
precision
0.765233 [0.844444,0.612903]
predictive_accuracy
0.779221
predictive_accuracy
0.675325
predictive_accuracy
0.688312
predictive_accuracy
0.662338
predictive_accuracy
0.623377
predictive_accuracy
0.688312
predictive_accuracy
0.74026
predictive_accuracy
0.727273
predictive_accuracy
0.697368
predictive_accuracy
0.75
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
0.779221 [0.84,0.666667]
recall
0.675325 [0.78,0.481481]
recall
0.688312 [0.74,0.592593]
recall
0.662338 [0.76,0.481481]
recall
0.623377 [0.74,0.407407]
recall
0.688312 [0.76,0.555556]
recall
0.74026 [0.88,0.481481]
recall
0.727273 [0.84,0.518519]
recall
0.697368 [0.8,0.5]
recall
0.75 [0.76,0.730769]
relative_absolute_error
0.486999
relative_absolute_error
0.714683
relative_absolute_error
0.686222
relative_absolute_error
0.743143
relative_absolute_error
0.828525
relative_absolute_error
0.686222
relative_absolute_error
0.572381
relative_absolute_error
0.600841
relative_absolute_error
0.670165
relative_absolute_error
0.554168
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
0.469195
root_mean_squared_error
0.568982
root_mean_squared_error
0.557486
root_mean_squared_error
0.58025
root_mean_squared_error
0.612812
root_mean_squared_error
0.557486
root_mean_squared_error
0.508913
root_mean_squared_error
0.521481
root_mean_squared_error
0.549328
root_mean_squared_error
0.499281
root_relative_squared_error
0.983277
root_relative_squared_error
1.192396
root_relative_squared_error
1.168305
root_relative_squared_error
1.21601
root_relative_squared_error
1.28425
root_relative_squared_error
1.168305
root_relative_squared_error
1.066513
root_relative_squared_error
1.09285
root_relative_squared_error
1.157772
root_relative_squared_error
1.052292
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
140
usercpu_time_millis
90
usercpu_time_millis
60
usercpu_time_millis
50
usercpu_time_millis
50
usercpu_time_millis
50
usercpu_time_millis
50
usercpu_time_millis
50
usercpu_time_millis
40
usercpu_time_millis
50
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_training
130
usercpu_time_millis_training
80
usercpu_time_millis_training
60
usercpu_time_millis_training
50
usercpu_time_millis_training
40
usercpu_time_millis_training
40
usercpu_time_millis_training
40
usercpu_time_millis_training
50
usercpu_time_millis_training
40
usercpu_time_millis_training
40