426190
2
Joaquin Vanschoren
1793
Supervised Classification
predictive_accuracy
1195
weka.RealAdaBoost_DecisionStump(2)
2059
weka.classifiers.meta.RealAdaBoost -- -P 100 -H 1.0 -S 1 -I 40 -W weka.classifiers.trees.DecisionStump
P
100
1195
H
1.0
1195
S
1
1195
I
40
1195
W
weka.classifiers.trees.DecisionStump
1195
weka
weka_3.7.12
29
credit-approval
https://www.openml.org/data/download/29/dataset_29_credit-a.arff
-1
1489595
description
https://api.openml.org/data/download/1489595/weka_generated_run4600622760181860184.xml
-1
1489598
model_readable
https://api.openml.org/data/download/1489598/WekaModel_weka.classifiers.meta.RealAdaBoost5156634155337268680.model
-1
1489597
model_serialized
https://api.openml.org/data/download/1489597/WekaSerialized_weka.classifiers.meta.RealAdaBoost6496577382765090933.model
-1
1489596
predictions
https://api.openml.org/data/download/1489596/weka_generated_predictions3249216898140944930.arff
area_under_roc_curve
0.904676 [0.904676,0.904676]
average_cost
0
f_measure
0.838773 [0.821417,0.852684]
kappa
0.674168
kb_relative_information_score
2124.462756
mean_absolute_error
0.195988
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
0.839334 [0.808712,0.86388]
predictive_accuracy
0.838551
prior_entropy
0.991282
recall
0.838551 [0.834528,0.841775]
relative_absolute_error
0.396776
root_mean_prior_squared_error
0.496958
root_mean_squared_error
0.347475
root_relative_squared_error
0.699205
scimark_benchmark
894.713101 [524.7414867790695, 950.1749987420048, 475.31735608978465, 808.088789737594, 1715.242872852011]
total_cost
0
usercpu_time_millis
20
usercpu_time_millis_testing
0
usercpu_time_millis_training
20
area_under_roc_curve
0.914556 [0.914556,0.914556]
area_under_roc_curve
0.868464 [0.868464,0.868464]
area_under_roc_curve
0.89774 [0.89774,0.89774]
area_under_roc_curve
0.912582 [0.912582,0.912582]
area_under_roc_curve
0.911186 [0.911186,0.911186]
area_under_roc_curve
0.875348 [0.875348,0.875348]
area_under_roc_curve
0.897719 [0.897719,0.897719]
area_under_roc_curve
0.92235 [0.92235,0.92235]
area_under_roc_curve
0.930424 [0.930424,0.930424]
area_under_roc_curve
0.916672 [0.916672,0.916672]
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
0.837307 [0.813333,0.85641]
f_measure
0.823246 [0.801303,0.840731]
f_measure
0.829041 [0.807818,0.845953]
f_measure
0.861302 [0.850932,0.869565]
f_measure
0.843941 [0.83125,0.854054]
f_measure
0.82935 [0.81388,0.841823]
f_measure
0.849513 [0.834395,0.861702]
f_measure
0.829038 [0.809061,0.845144]
f_measure
0.860952 [0.845161,0.873684]
f_measure
0.823428 [0.805112,0.838196]
kappa
0.669845
kappa
0.642037
kappa
0.653774
kappa
0.721099
kappa
0.685824
kappa
0.655939
kappa
0.69619
kappa
0.654209
kappa
0.718855
kappa
0.643384
kb_relative_information_score
210.039793
kb_relative_information_score
203.450584
kb_relative_information_score
208.255426
kb_relative_information_score
217.504892
kb_relative_information_score
212.247205
kb_relative_information_score
197.798568
kb_relative_information_score
220.025515
kb_relative_information_score
210.805827
kb_relative_information_score
234.43092
kb_relative_information_score
209.904027
mean_absolute_error
0.199095
mean_absolute_error
0.209389
mean_absolute_error
0.201752
mean_absolute_error
0.190066
mean_absolute_error
0.195672
mean_absolute_error
0.218046
mean_absolute_error
0.184764
mean_absolute_error
0.198231
mean_absolute_error
0.163147
mean_absolute_error
0.199721
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
0.837446 [0.829932,0.843434]
precision
0.823317 [0.798701,0.842932]
precision
0.82911 [0.805195,0.848168]
precision
0.865435 [0.810651,0.909091]
precision
0.84718 [0.796407,0.88764]
precision
0.830844 [0.791411,0.862637]
precision
0.850265 [0.81875,0.875676]
precision
0.829104 [0.806452,0.847368]
precision
0.861093 [0.839744,0.878307]
precision
0.824015 [0.792453,0.849462]
predictive_accuracy
0.837681
predictive_accuracy
0.823188
predictive_accuracy
0.828986
predictive_accuracy
0.86087
predictive_accuracy
0.843478
predictive_accuracy
0.828986
predictive_accuracy
0.849275
predictive_accuracy
0.828986
predictive_accuracy
0.86087
predictive_accuracy
0.823188
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
0.837681 [0.797386,0.869792]
recall
0.823188 [0.803922,0.838542]
recall
0.828986 [0.810458,0.84375]
recall
0.86087 [0.895425,0.833333]
recall
0.843478 [0.869281,0.822917]
recall
0.828986 [0.837662,0.82199]
recall
0.849275 [0.850649,0.848168]
recall
0.828986 [0.811688,0.842932]
recall
0.86087 [0.850649,0.86911]
recall
0.823188 [0.818182,0.827225]
relative_absolute_error
0.403196
relative_absolute_error
0.424042
relative_absolute_error
0.408577
relative_absolute_error
0.38491
relative_absolute_error
0.396264
relative_absolute_error
0.441289
relative_absolute_error
0.373931
relative_absolute_error
0.401187
relative_absolute_error
0.330182
relative_absolute_error
0.404203
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
0.347503
root_mean_squared_error
0.37446
root_mean_squared_error
0.356374
root_mean_squared_error
0.332619
root_mean_squared_error
0.351234
root_mean_squared_error
0.373565
root_mean_squared_error
0.341715
root_mean_squared_error
0.330804
root_mean_squared_error
0.323024
root_mean_squared_error
0.339577
root_relative_squared_error
0.699486
root_relative_squared_error
0.753747
root_relative_squared_error
0.717342
root_relative_squared_error
0.669527
root_relative_squared_error
0.706997
root_relative_squared_error
0.751461
root_relative_squared_error
0.687392
root_relative_squared_error
0.665444
root_relative_squared_error
0.649794
root_relative_squared_error
0.683091
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
10
usercpu_time_millis
20
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
10
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
10
usercpu_time_millis_testing
0
usercpu_time_millis_training
10
usercpu_time_millis_training
20
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
20
usercpu_time_millis_training
10
usercpu_time_millis_training
10