169
1
Jan van Rijn
43
Supervised Classification
61
weka.REPTree(1)
6
weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
I
0.0
61
L
-1
61
M
2
61
N
3
61
S
1
61
V
0.001
61
44
spambase
https://www.openml.org/data/download/44/dataset_44_spambase.arff
-1
399
description
https://api.openml.org/data/download/399/weka_generated_run5811650518810996262.xml
-1
400
predictions
https://api.openml.org/data/download/400/weka_generated_predictions6123071508549392024.arff
area_under_roc_curve
0.955748 [0.955748,0.955748]
average_cost
0
f_measure
0.929475 [0.942205,0.9099]
kappa
0.852111
kb_relative_information_score
3656.099125
mean_absolute_error
0.104995
mean_prior_absolute_error
0.477557
number_of_instances
4601 [2788,1813]
os_information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
precision
0.929453 [0.937189,0.917555]
predictive_accuracy
0.929581
prior_entropy
0.967389
recall
0.929581 [0.947274,0.902372]
relative_absolute_error
0.219859
root_mean_prior_squared_error
0.488645
root_mean_squared_error
0.249596
root_relative_squared_error
0.510793
scimark_benchmark
1993.498359994037 [ 1242.779257993212, 1586.624196527281, 920.4816540568809, 1692.8898267188922, 4524.716864673918 ]
total_cost
0
area_under_roc_curve
0.939688 [0.939688,0.939688]
area_under_roc_curve
0.957032 [0.957032,0.957032]
area_under_roc_curve
0.973763 [0.973763,0.973763]
area_under_roc_curve
0.95188 [0.95188,0.95188]
area_under_roc_curve
0.951365 [0.951365,0.951365]
area_under_roc_curve
0.975396 [0.975396,0.975396]
area_under_roc_curve
0.921394 [0.921394,0.921394]
area_under_roc_curve
0.962633 [0.962633,0.962633]
area_under_roc_curve
0.964623 [0.964623,0.964623]
area_under_roc_curve
0.955227 [0.955227,0.955227]
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
build_cpu_time
0.074
build_cpu_time
0.076
build_cpu_time
0.075
build_cpu_time
0.072
build_cpu_time
0.069
build_cpu_time
0.08
build_cpu_time
0.075
build_cpu_time
0.074
build_cpu_time
0.073
build_cpu_time
0.073
f_measure
0.910931 [0.926916,0.886427]
f_measure
0.928226 [0.940754,0.909091]
f_measure
0.956522 [0.964029,0.945055]
f_measure
0.932507 [0.944742,0.913649]
f_measure
0.917544 [0.931408,0.896175]
f_measure
0.960831 [0.967857,0.95]
f_measure
0.910735 [0.926916,0.885794]
f_measure
0.925937 [0.939502,0.905028]
f_measure
0.928226 [0.940966,0.908587]
f_measure
0.923163 [0.93913,0.898551]
kappa
0.813351
kappa
0.849846
kappa
0.909084
kappa
0.858397
kappa
0.827596
kappa
0.917859
kappa
0.812718
kappa
0.844542
kappa
0.849554
kappa
0.837917
kb_relative_information_score
346.141692
kb_relative_information_score
367.80541
kb_relative_information_score
392.305713
kb_relative_information_score
374.404806
kb_relative_information_score
356.868566
kb_relative_information_score
394.007675
kb_relative_information_score
343.089824
kb_relative_information_score
359.995139
kb_relative_information_score
362.789706
kb_relative_information_score
358.690594
mean_absolute_error
0.126564
mean_absolute_error
0.102835
mean_absolute_error
0.078865
mean_absolute_error
0.094527
mean_absolute_error
0.112784
mean_absolute_error
0.076755
mean_absolute_error
0.126059
mean_absolute_error
0.111436
mean_absolute_error
0.108695
mean_absolute_error
0.111387
mean_prior_absolute_error
0.477715
mean_prior_absolute_error
0.477897
mean_prior_absolute_error
0.477897
mean_prior_absolute_error
0.477437
mean_prior_absolute_error
0.477437
mean_prior_absolute_error
0.477437
mean_prior_absolute_error
0.477437
mean_prior_absolute_error
0.477437
mean_prior_absolute_error
0.477437
mean_prior_absolute_error
0.477437
number_of_instances
461 [279,182]
number_of_instances
460 [278,182]
number_of_instances
460 [278,182]
number_of_instances
460 [279,181]
number_of_instances
460 [279,181]
number_of_instances
460 [279,181]
number_of_instances
460 [279,181]
number_of_instances
460 [279,181]
number_of_instances
460 [279,181]
number_of_instances
460 [279,181]
precision
0.91088 [0.921986,0.893855]
precision
0.928201 [0.939068,0.911602]
precision
0.956522 [0.964029,0.945055]
precision
0.932489 [0.939716,0.921348]
precision
0.917841 [0.938182,0.886486]
precision
0.96083 [0.964413,0.955307]
precision
0.910682 [0.921986,0.893258]
precision
0.925934 [0.932862,0.915254]
precision
0.9282 [0.939286,0.911111]
precision
0.925131 [0.912162,0.945122]
predictive_accuracy
0.911063
predictive_accuracy
0.928261
predictive_accuracy
0.956522
predictive_accuracy
0.932609
predictive_accuracy
0.917391
predictive_accuracy
0.96087
predictive_accuracy
0.91087
predictive_accuracy
0.926087
predictive_accuracy
0.928261
predictive_accuracy
0.923913
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
recall
0.911063 [0.9319,0.879121]
recall
0.928261 [0.942446,0.906593]
recall
0.956522 [0.964029,0.945055]
recall
0.932609 [0.949821,0.906077]
recall
0.917391 [0.924731,0.906077]
recall
0.96087 [0.971326,0.944751]
recall
0.91087 [0.9319,0.878453]
recall
0.926087 [0.946237,0.895028]
recall
0.928261 [0.942652,0.906077]
recall
0.923913 [0.967742,0.856354]
relative_absolute_error
0.264936
relative_absolute_error
0.215182
relative_absolute_error
0.165026
relative_absolute_error
0.197988
relative_absolute_error
0.236228
relative_absolute_error
0.160764
relative_absolute_error
0.264032
relative_absolute_error
0.233405
relative_absolute_error
0.227664
relative_absolute_error
0.233302
root_mean_prior_squared_error
0.488807
root_mean_prior_squared_error
0.488993
root_mean_prior_squared_error
0.488993
root_mean_prior_squared_error
0.488522
root_mean_prior_squared_error
0.488522
root_mean_prior_squared_error
0.488522
root_mean_prior_squared_error
0.488522
root_mean_prior_squared_error
0.488522
root_mean_prior_squared_error
0.488522
root_mean_prior_squared_error
0.488522
root_mean_squared_error
0.281338
root_mean_squared_error
0.249429
root_mean_squared_error
0.198979
root_mean_squared_error
0.240776
root_mean_squared_error
0.264082
root_mean_squared_error
0.192292
root_mean_squared_error
0.293014
root_mean_squared_error
0.25041
root_mean_squared_error
0.248938
root_mean_squared_error
0.25839
root_relative_squared_error
0.575561
root_relative_squared_error
0.510088
root_relative_squared_error
0.406916
root_relative_squared_error
0.492867
root_relative_squared_error
0.540573
root_relative_squared_error
0.39362
root_relative_squared_error
0.599798
root_relative_squared_error
0.512587
root_relative_squared_error
0.509573
root_relative_squared_error
0.528923
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