575459
1
Jan van Rijn
37
Supervised Classification
3903
weka.DecisionTable(1)
6250
weka.classifiers.rules.DecisionTable -- -X 1 -S "weka.attributeSelection.BestFirst -D 1 -N 5"
S
weka.attributeSelection.BestFirst -D 1 -N 5
3903
X
1
3903
weka
weka_3.7.13
37
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
1984682
description
https://api.openml.org/data/download/1984682/weka_generated_run3239799929353757209.xml
-1
1984684
model_readable
https://api.openml.org/data/download/1984684/WekaModel_weka.classifiers.rules.DecisionTable8486422047274217229.model
-1
1984683
model_serialized
https://api.openml.org/data/download/1984683/WekaSerialized_weka.classifiers.rules.DecisionTable4008503262008210937.model
-1
1984685
predictions
https://api.openml.org/data/download/1984685/weka_generated_predictions6056304888256516049.arff
area_under_roc_curve
0.791534 [0.791534,0.791534]
average_cost
0
f_measure
0.733221 [0.81537,0.579957]
kappa
0.400703
kb_relative_information_score
204.089143
mean_absolute_error
0.33721
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
0.735588 [0.767196,0.676617]
predictive_accuracy
0.74349
prior_entropy
0.933487
recall
0.74349 [0.87,0.507463]
relative_absolute_error
0.741951
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.418039
root_relative_squared_error
0.877053
scimark_benchmark
1311.536704 [686.7088592408321, 882.3054004290696, 515.726135997586, 1137.7778267566089, 3335.165297282601]
total_cost
0
usercpu_time_millis
40
usercpu_time_millis_testing
0
usercpu_time_millis_training
40
area_under_roc_curve
0.852593 [0.852593,0.852593]
area_under_roc_curve
0.732963 [0.732963,0.732963]
area_under_roc_curve
0.865185 [0.865185,0.865185]
area_under_roc_curve
0.798148 [0.798148,0.798148]
area_under_roc_curve
0.756667 [0.756667,0.756667]
area_under_roc_curve
0.842963 [0.842963,0.842963]
area_under_roc_curve
0.777407 [0.777407,0.777407]
area_under_roc_curve
0.791111 [0.791111,0.791111]
area_under_roc_curve
0.753077 [0.753077,0.753077]
area_under_roc_curve
0.771538 [0.771538,0.771538]
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
0.816468 [0.862745,0.730769]
f_measure
0.672752 [0.777778,0.478261]
f_measure
0.742943 [0.82243,0.595745]
f_measure
0.705903 [0.810811,0.511628]
f_measure
0.685373 [0.764706,0.538462]
f_measure
0.790249 [0.843137,0.692308]
f_measure
0.746532 [0.819048,0.612245]
f_measure
0.703491 [0.827586,0.473684]
f_measure
0.693526 [0.814159,0.461538]
f_measure
0.748787 [0.811881,0.627451]
kappa
0.593821
kappa
0.265501
kappa
0.423789
kappa
0.339191
kappa
0.303693
kappa
0.535795
kappa
0.434043
kappa
0.339623
kappa
0.302448
kappa
0.439441
kb_relative_information_score
28.330647
kb_relative_information_score
14.174123
kb_relative_information_score
25.268625
kb_relative_information_score
19.367288
kb_relative_information_score
15.545506
kb_relative_information_score
24.212092
kb_relative_information_score
20.958101
kb_relative_information_score
18.926889
kb_relative_information_score
17.244667
kb_relative_information_score
20.061205
mean_absolute_error
0.297673
mean_absolute_error
0.371146
mean_absolute_error
0.315367
mean_absolute_error
0.344632
mean_absolute_error
0.360802
mean_absolute_error
0.320907
mean_absolute_error
0.333045
mean_absolute_error
0.344754
mean_absolute_error
0.348966
mean_absolute_error
0.334932
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
0.815944 [0.846154,0.76]
precision
0.673227 [0.724138,0.578947]
precision
0.746708 [0.77193,0.7]
precision
0.720101 [0.737705,0.6875]
precision
0.683377 [0.75,0.56]
precision
0.789431 [0.826923,0.72]
precision
0.746753 [0.781818,0.681818]
precision
0.75915 [0.727273,0.818182]
precision
0.71721 [0.730159,0.692308]
precision
0.747843 [0.803922,0.64]
predictive_accuracy
0.818182
predictive_accuracy
0.688312
predictive_accuracy
0.753247
predictive_accuracy
0.727273
predictive_accuracy
0.688312
predictive_accuracy
0.792208
predictive_accuracy
0.753247
predictive_accuracy
0.74026
predictive_accuracy
0.723684
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
0.818182 [0.88,0.703704]
recall
0.688312 [0.84,0.407407]
recall
0.753247 [0.88,0.518519]
recall
0.727273 [0.9,0.407407]
recall
0.688312 [0.78,0.518519]
recall
0.792208 [0.86,0.666667]
recall
0.753247 [0.86,0.555556]
recall
0.74026 [0.96,0.333333]
recall
0.723684 [0.92,0.346154]
recall
0.75 [0.82,0.615385]
relative_absolute_error
0.654226
relative_absolute_error
0.815703
relative_absolute_error
0.693113
relative_absolute_error
0.757433
relative_absolute_error
0.792971
relative_absolute_error
0.705288
relative_absolute_error
0.731965
relative_absolute_error
0.7577
relative_absolute_error
0.771321
relative_absolute_error
0.740302
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
0.380542
root_mean_squared_error
0.450311
root_mean_squared_error
0.386207
root_mean_squared_error
0.417861
root_mean_squared_error
0.442298
root_mean_squared_error
0.390467
root_mean_squared_error
0.430989
root_mean_squared_error
0.416063
root_mean_squared_error
0.43602
root_mean_squared_error
0.423565
root_relative_squared_error
0.797489
root_relative_squared_error
0.943702
root_relative_squared_error
0.809362
root_relative_squared_error
0.875696
root_relative_squared_error
0.926908
root_relative_squared_error
0.818289
root_relative_squared_error
0.903208
root_relative_squared_error
0.871928
root_relative_squared_error
0.918962
root_relative_squared_error
0.892712
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
130
usercpu_time_millis
120
usercpu_time_millis
50
usercpu_time_millis
60
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
40
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
130
usercpu_time_millis_training
120
usercpu_time_millis_training
50
usercpu_time_millis_training
60
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
40