165227
2
Joaquin Vanschoren
3688
Supervised Classification
predictive_accuracy
482
weka.MultiBoostAB_DecisionStump(2)
968
weka.classifiers.meta.MultiBoostAB -- -C 3 -P 100 -S 1 -I 160 -W weka.classifiers.trees.DecisionStump
C
3
482
I
160
482
P
100
482
S
1
482
W
weka.classifiers.trees.DecisionStump
482
weka
weka_3.7.12-SNAPSHOT
823
houses
https://www.openml.org/data/download/53357/houses.arff
-1
540606
description
https://api.openml.org/data/download/540606/weka_generated_run4263295604852832211.xml
-1
540609
model_readable
https://api.openml.org/data/download/540609/WekaModel_weka.classifiers.meta.MultiBoostAB363090900786362514.model
-1
540608
model_serialized
https://api.openml.org/data/download/540608/WekaSerialized_weka.classifiers.meta.MultiBoostAB7103265165181382370.model
-1
540607
predictions
https://api.openml.org/data/download/540607/weka_generated_predictions532106183130981559.arff
area_under_roc_curve
0.997094 [0.997094,0.997094]
average_cost
0
f_measure
0.97544 [0.971217,0.97865]
kappa
0.949874
kb_relative_information_score
19569.358545
mean_absolute_error
0.025421
mean_prior_absolute_error
0.49072
number_of_instances
20640 [8914,11726]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.975684 [0.985114,0.968515]
predictive_accuracy
0.975484
prior_entropy
0.986572
recall
0.975484 [0.957707,0.988999]
relative_absolute_error
0.051803
root_mean_prior_squared_error
0.495338
root_mean_squared_error
0.150078
root_relative_squared_error
0.302982
scimark_benchmark
936.711469 [561.5713252099507, 989.9589333171364, 483.2321174670136, 894.9948362526787, 1753.8001309030865]
total_cost
0
usercpu_time_millis
12010
usercpu_time_millis_testing
140
usercpu_time_millis_training
11870
area_under_roc_curve
0.997879 [0.997879,0.997879]
area_under_roc_curve
0.99749 [0.99749,0.99749]
area_under_roc_curve
0.997163 [0.997163,0.997163]
area_under_roc_curve
0.995592 [0.995592,0.995592]
area_under_roc_curve
0.997793 [0.997793,0.997793]
area_under_roc_curve
0.997538 [0.997538,0.997538]
area_under_roc_curve
0.997075 [0.997075,0.997075]
area_under_roc_curve
0.996195 [0.996195,0.996195]
area_under_roc_curve
0.997847 [0.997847,0.997847]
area_under_roc_curve
0.996587 [0.996587,0.996587]
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
0.980109 [0.976771,0.982649]
f_measure
0.972315 [0.967447,0.97602]
f_measure
0.978648 [0.975028,0.981403]
f_measure
0.96845 [0.963047,0.972562]
f_measure
0.975241 [0.97094,0.978508]
f_measure
0.97429 [0.969972,0.977571]
f_measure
0.978161 [0.974417,0.981005]
f_measure
0.970865 [0.965753,0.974747]
f_measure
0.979125 [0.975499,0.981879]
f_measure
0.977187 [0.97325,0.980177]
kappa
0.959423
kappa
0.943482
kappa
0.956437
kappa
0.935619
kappa
0.949457
kappa
0.947546
kappa
0.955428
kappa
0.940514
kappa
0.957386
kappa
0.953434
kb_relative_information_score
1972.813857
kb_relative_information_score
1945.743945
kb_relative_information_score
1972.441572
kb_relative_information_score
1925.821613
kb_relative_information_score
1954.336015
kb_relative_information_score
1955.856825
kb_relative_information_score
1967.52503
kb_relative_information_score
1939.53479
kb_relative_information_score
1973.982771
kb_relative_information_score
1961.302125
mean_absolute_error
0.021881
mean_absolute_error
0.028065
mean_absolute_error
0.021684
mean_absolute_error
0.03287
mean_absolute_error
0.026038
mean_absolute_error
0.025517
mean_absolute_error
0.022921
mean_absolute_error
0.0294
mean_absolute_error
0.02134
mean_absolute_error
0.024493
mean_prior_absolute_error
0.49076
mean_prior_absolute_error
0.49076
mean_prior_absolute_error
0.49076
mean_prior_absolute_error
0.49076
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
number_of_instances
2064 [892,1172]
number_of_instances
2064 [892,1172]
number_of_instances
2064 [892,1172]
number_of_instances
2064 [892,1172]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
precision
0.980252 [0.9874,0.974811]
precision
0.972757 [0.98603,0.962656]
precision
0.978842 [0.987356,0.972362]
precision
0.968684 [0.976932,0.962406]
precision
0.975534 [0.986111,0.9675]
precision
0.974394 [0.979405,0.970588]
precision
0.978373 [0.987327,0.971572]
precision
0.971221 [0.982578,0.962594]
precision
0.979427 [0.990741,0.970833]
precision
0.977439 [0.987298,0.96995]
predictive_accuracy
0.980136
predictive_accuracy
0.972384
predictive_accuracy
0.978682
predictive_accuracy
0.968508
predictive_accuracy
0.975291
predictive_accuracy
0.974322
predictive_accuracy
0.978198
predictive_accuracy
0.97093
predictive_accuracy
0.979167
predictive_accuracy
0.977229
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
recall
0.980136 [0.966368,0.990614]
recall
0.972384 [0.949552,0.989761]
recall
0.978682 [0.963004,0.990614]
recall
0.968508 [0.949552,0.982935]
recall
0.975291 [0.956229,0.98977]
recall
0.974322 [0.960718,0.984655]
recall
0.978198 [0.961841,0.990622]
recall
0.97093 [0.949495,0.987212]
recall
0.979167 [0.960718,0.99318]
recall
0.977229 [0.959596,0.990622]
relative_absolute_error
0.044587
relative_absolute_error
0.057187
relative_absolute_error
0.044185
relative_absolute_error
0.066977
relative_absolute_error
0.053064
relative_absolute_error
0.052002
relative_absolute_error
0.046711
relative_absolute_error
0.059915
relative_absolute_error
0.043489
relative_absolute_error
0.049915
root_mean_prior_squared_error
0.495378
root_mean_prior_squared_error
0.495378
root_mean_prior_squared_error
0.495378
root_mean_prior_squared_error
0.495378
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_squared_error
0.137211
root_mean_squared_error
0.158013
root_mean_squared_error
0.138089
root_mean_squared_error
0.17023
root_mean_squared_error
0.151738
root_mean_squared_error
0.149204
root_mean_squared_error
0.140333
root_mean_squared_error
0.16691
root_mean_squared_error
0.137184
root_mean_squared_error
0.147429
root_relative_squared_error
0.276983
root_relative_squared_error
0.318975
root_relative_squared_error
0.278755
root_relative_squared_error
0.343637
root_relative_squared_error
0.306349
root_relative_squared_error
0.301234
root_relative_squared_error
0.283323
root_relative_squared_error
0.33698
root_relative_squared_error
0.276966
root_relative_squared_error
0.297649
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
10660
usercpu_time_millis
9980
usercpu_time_millis
9900
usercpu_time_millis
10110
usercpu_time_millis
9940
usercpu_time_millis
9850
usercpu_time_millis
9400
usercpu_time_millis
9880
usercpu_time_millis
10160
usercpu_time_millis
10440
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
20
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
20
usercpu_time_millis_testing
10
usercpu_time_millis_training
10650
usercpu_time_millis_training
9970
usercpu_time_millis_training
9890
usercpu_time_millis_training
10090
usercpu_time_millis_training
9930
usercpu_time_millis_training
9840
usercpu_time_millis_training
9390
usercpu_time_millis_training
9870
usercpu_time_millis_training
10140
usercpu_time_millis_training
10430