106926
2
Joaquin Vanschoren
1793
Supervised Classification
predictive_accuracy
398
weka.AdaBoostM1_BFTree(2)
611
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 20 -W weka.classifiers.trees.BFTree -- -M 2 -N 5 -C 1.0 -P POSTPRUNED -S 1
I
20
398
P
100
398
S
1
398
W
weka.classifiers.trees.BFTree
398
C
true
399
M
2
399
N
5
399
P
POSTPRUNED
399
S
1
399
29
credit-approval
https://www.openml.org/data/download/29/dataset_29_credit-a.arff
-1
321083
description
https://api.openml.org/data/download/321083/weka_generated_run5040292312322040018.xml
-1
321086
model_readable
https://api.openml.org/data/download/321086/WekaModel_weka.classifiers.meta.AdaBoostM17336939273340097563.model
-1
321085
model_serialized
https://api.openml.org/data/download/321085/WekaSerialized_weka.classifiers.meta.AdaBoostM11183866929221733350.model
-1
321084
predictions
https://api.openml.org/data/download/321084/weka_generated_predictions8401309664333341558.arff
area_under_roc_curve
0.894144 [0.894144,0.894144]
average_cost
0
build_cpu_time
1.4371
build_memory
951366694.4
f_measure
0.837365 [0.816966,0.853716]
kappa
0.670682
kb_relative_information_score
2311.461446
mean_absolute_error
0.162092
mean_prior_absolute_error
0.493952
number_of_instances
3450 [1535,1915]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.837342 [0.818301,0.852604]
predictive_accuracy
0.837391
prior_entropy
0.991282
recall
0.837391 [0.815635,0.85483]
relative_absolute_error
0.328153
root_mean_prior_squared_error
0.496958
root_mean_squared_error
0.390804
root_relative_squared_error
0.786392
scimark_benchmark
911.712576 [551.2770610219355, 952.758947666319, 434.53737072550706, 894.9948362526787, 1724.9946661061897]
total_cost
0
area_under_roc_curve
0.914386 [0.914386,0.914386]
area_under_roc_curve
0.904905 [0.904905,0.904905]
area_under_roc_curve
0.881519 [0.881519,0.881519]
area_under_roc_curve
0.892021 [0.892021,0.892021]
area_under_roc_curve
0.885672 [0.885672,0.885672]
area_under_roc_curve
0.879581 [0.879581,0.879581]
area_under_roc_curve
0.882913 [0.882913,0.882913]
area_under_roc_curve
0.907782 [0.907782,0.907782]
area_under_roc_curve
0.890936 [0.890936,0.890936]
area_under_roc_curve
0.909295 [0.909295,0.909295]
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
1.51
build_cpu_time
1.44
build_cpu_time
1.348
build_cpu_time
1.372
build_cpu_time
1.441
build_cpu_time
1.365
build_cpu_time
1.379
build_cpu_time
1.518
build_cpu_time
1.485
build_cpu_time
1.513
build_memory
981874616
build_memory
617904984
build_memory
1412155920
build_memory
1125231624
build_memory
929719664
build_memory
802490224
build_memory
425182168
build_memory
1314214560
build_memory
1050924904
build_memory
853968280
f_measure
0.848132 [0.82069,0.87]
f_measure
0.85486 [0.834437,0.871134]
f_measure
0.823128 [0.8,0.841558]
f_measure
0.854738 [0.833333,0.871795]
f_measure
0.832237 [0.815287,0.845745]
f_measure
0.820778 [0.807453,0.831522]
f_measure
0.846102 [0.825083,0.863049]
f_measure
0.817639 [0.798722,0.832891]
f_measure
0.832214 [0.816456,0.84492]
f_measure
0.842997 [0.82,0.861538]
kappa
0.691371
kappa
0.705611
kappa
0.641561
kappa
0.705219
kappa
0.661215
kappa
0.639571
kappa
0.688198
kappa
0.631691
kappa
0.661559
kappa
0.681713
kb_relative_information_score
238.770118
kb_relative_information_score
239.960352
kb_relative_information_score
221.49778
kb_relative_information_score
239.609808
kb_relative_information_score
227.368421
kb_relative_information_score
220.021547
kb_relative_information_score
233.503726
kb_relative_information_score
222.037575
kb_relative_information_score
229.378273
kb_relative_information_score
239.313846
mean_absolute_error
0.150926
mean_absolute_error
0.149421
mean_absolute_error
0.175729
mean_absolute_error
0.150504
mean_absolute_error
0.167107
mean_absolute_error
0.177793
mean_absolute_error
0.160065
mean_absolute_error
0.174791
mean_absolute_error
0.164785
mean_absolute_error
0.149793
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
precision
0.850763 [0.868613,0.836538]
precision
0.85488 [0.845638,0.862245]
precision
0.823082 [0.802632,0.839378]
precision
0.854929 [0.85034,0.858586]
precision
0.833486 [0.795031,0.86413]
precision
0.823966 [0.77381,0.864407]
precision
0.846187 [0.838926,0.852041]
precision
0.818231 [0.786164,0.844086]
precision
0.83344 [0.796296,0.863388]
precision
0.843438 [0.842466,0.844221]
predictive_accuracy
0.849275
predictive_accuracy
0.855072
predictive_accuracy
0.823188
predictive_accuracy
0.855072
predictive_accuracy
0.831884
predictive_accuracy
0.82029
predictive_accuracy
0.846377
predictive_accuracy
0.817391
predictive_accuracy
0.831884
predictive_accuracy
0.843478
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
recall
0.849275 [0.777778,0.90625]
recall
0.855072 [0.823529,0.880208]
recall
0.823188 [0.797386,0.84375]
recall
0.855072 [0.816993,0.885417]
recall
0.831884 [0.836601,0.828125]
recall
0.82029 [0.844156,0.801047]
recall
0.846377 [0.811688,0.874346]
recall
0.817391 [0.811688,0.82199]
recall
0.831884 [0.837662,0.827225]
recall
0.843478 [0.798701,0.879581]
relative_absolute_error
0.305646
relative_absolute_error
0.302599
relative_absolute_error
0.355877
relative_absolute_error
0.304793
relative_absolute_error
0.338416
relative_absolute_error
0.359824
relative_absolute_error
0.323945
relative_absolute_error
0.35375
relative_absolute_error
0.333499
relative_absolute_error
0.303157
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_squared_error
0.373792
root_mean_squared_error
0.374002
root_mean_squared_error
0.408607
root_mean_squared_error
0.378653
root_mean_squared_error
0.398777
root_mean_squared_error
0.413503
root_mean_squared_error
0.386827
root_mean_squared_error
0.404287
root_mean_squared_error
0.390631
root_mean_squared_error
0.376373
root_relative_squared_error
0.752403
root_relative_squared_error
0.752826
root_relative_squared_error
0.822482
root_relative_squared_error
0.762188
root_relative_squared_error
0.802695
root_relative_squared_error
0.831801
root_relative_squared_error
0.778139
root_relative_squared_error
0.813261
root_relative_squared_error
0.785792
root_relative_squared_error
0.75711
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