144396
2
Joaquin Vanschoren
3688
Supervised Classification
predictive_accuracy
394
weka.AdaBoostM1_ADTree(2)
608
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 10 -W weka.classifiers.trees.ADTree -- -B 10 -E -3 -S 1
B
10
395
E
-3
395
S
1
395
I
10
394
P
100
394
S
1
394
W
weka.classifiers.trees.ADTree
394
weka
weka_3.7.12-SNAPSHOT
823
houses
https://www.openml.org/data/download/53357/houses.arff
-1
467600
description
https://api.openml.org/data/download/467600/weka_generated_run807305670059032538.xml
-1
467603
model_readable
https://api.openml.org/data/download/467603/WekaModel_weka.classifiers.meta.AdaBoostM18432786458656920085.model
-1
467602
model_serialized
https://api.openml.org/data/download/467602/WekaSerialized_weka.classifiers.meta.AdaBoostM14137837706694013301.model
-1
467601
predictions
https://api.openml.org/data/download/467601/weka_generated_predictions4668211514131311559.arff
area_under_roc_curve
0.998168 [0.998168,0.998168]
average_cost
0
f_measure
0.977234 [0.973693,0.979927]
kappa
0.95362
kb_relative_information_score
19523.466178
mean_absolute_error
0.027347
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
0.977247 [0.971626,0.98152]
predictive_accuracy
0.977229
prior_entropy
0.986572
recall
0.977229 [0.975768,0.978339]
relative_absolute_error
0.055728
root_mean_prior_squared_error
0.495338
root_mean_squared_error
0.128826
root_relative_squared_error
0.260077
scimark_benchmark
902.47726 [559.2307353210181, 925.7530427861896, 478.7078954039208, 849.4620962942212, 1699.2325314314048]
total_cost
0
usercpu_time_millis
11920
usercpu_time_millis_testing
150
usercpu_time_millis_training
11770
area_under_roc_curve
0.998315 [0.998315,0.998315]
area_under_roc_curve
0.998284 [0.998284,0.998284]
area_under_roc_curve
0.998762 [0.998762,0.998762]
area_under_roc_curve
0.997372 [0.997372,0.997372]
area_under_roc_curve
0.998626 [0.998626,0.998626]
area_under_roc_curve
0.99865 [0.99865,0.99865]
area_under_roc_curve
0.998029 [0.998029,0.998029]
area_under_roc_curve
0.997552 [0.997552,0.997552]
area_under_roc_curve
0.998162 [0.998162,0.998162]
area_under_roc_curve
0.99796 [0.99796,0.99796]
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
0.977738 [0.974473,0.980224]
f_measure
0.979651 [0.976457,0.982082]
f_measure
0.982574 [0.979978,0.984549]
f_measure
0.973854 [0.9699,0.976864]
f_measure
0.978208 [0.974846,0.980761]
f_measure
0.98063 [0.977654,0.982891]
f_measure
0.978682 [0.975309,0.981245]
f_measure
0.968015 [0.96288,0.971915]
f_measure
0.976231 [0.972238,0.979264]
f_measure
0.976747 [0.973094,0.979522]
kappa
0.9547
kappa
0.958539
kappa
0.964529
kappa
0.946765
kappa
0.955608
kappa
0.960546
kappa
0.956553
kappa
0.934795
kappa
0.951505
kappa
0.952616
kb_relative_information_score
1947.996564
kb_relative_information_score
1961.069272
kb_relative_information_score
1975.766422
kb_relative_information_score
1934.175396
kb_relative_information_score
1959.247387
kb_relative_information_score
1962.766713
kb_relative_information_score
1956.510512
kb_relative_information_score
1930.372034
kb_relative_information_score
1945.922348
kb_relative_information_score
1949.63953
mean_absolute_error
0.028764
mean_absolute_error
0.025471
mean_absolute_error
0.021907
mean_absolute_error
0.031587
mean_absolute_error
0.025559
mean_absolute_error
0.025057
mean_absolute_error
0.026258
mean_absolute_error
0.032148
mean_absolute_error
0.02893
mean_absolute_error
0.027788
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
0.977914 [0.964835,0.987868]
precision
0.979651 [0.976457,0.982082]
precision
0.982681 [0.972406,0.990501]
precision
0.973917 [0.964523,0.981067]
precision
0.978241 [0.971047,0.983705]
precision
0.98067 [0.973304,0.986266]
precision
0.978682 [0.975309,0.981245]
precision
0.968013 [0.965051,0.970263]
precision
0.976337 [0.981693,0.972269]
precision
0.976752 [0.972004,0.980359]
predictive_accuracy
0.977713
predictive_accuracy
0.979651
predictive_accuracy
0.982558
predictive_accuracy
0.973837
predictive_accuracy
0.978198
predictive_accuracy
0.98062
predictive_accuracy
0.978682
predictive_accuracy
0.968023
predictive_accuracy
0.97626
predictive_accuracy
0.976744
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
0.977713 [0.984305,0.972696]
recall
0.979651 [0.976457,0.982082]
recall
0.982558 [0.987668,0.978669]
recall
0.973837 [0.975336,0.972696]
recall
0.978198 [0.978676,0.977835]
recall
0.98062 [0.982043,0.97954]
recall
0.978682 [0.975309,0.981245]
recall
0.968023 [0.960718,0.973572]
recall
0.97626 [0.962963,0.98636]
recall
0.976744 [0.974186,0.978687]
relative_absolute_error
0.058611
relative_absolute_error
0.051902
relative_absolute_error
0.044638
relative_absolute_error
0.064363
relative_absolute_error
0.052087
relative_absolute_error
0.051064
relative_absolute_error
0.053513
relative_absolute_error
0.065515
relative_absolute_error
0.058957
relative_absolute_error
0.056631
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
0.125813
root_mean_squared_error
0.125388
root_mean_squared_error
0.114697
root_mean_squared_error
0.141983
root_mean_squared_error
0.123507
root_mean_squared_error
0.119399
root_mean_squared_error
0.125447
root_mean_squared_error
0.144385
root_mean_squared_error
0.132911
root_mean_squared_error
0.131669
root_relative_squared_error
0.253974
root_relative_squared_error
0.253116
root_relative_squared_error
0.231533
root_relative_squared_error
0.286616
root_relative_squared_error
0.249353
root_relative_squared_error
0.241058
root_relative_squared_error
0.253269
root_relative_squared_error
0.291504
root_relative_squared_error
0.268339
root_relative_squared_error
0.26583
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
10810
usercpu_time_millis
10260
usercpu_time_millis
9770
usercpu_time_millis
10640
usercpu_time_millis
9890
usercpu_time_millis
9520
usercpu_time_millis
9670
usercpu_time_millis
9290
usercpu_time_millis
10460
usercpu_time_millis
10030
usercpu_time_millis_testing
20
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
20
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_training
10790
usercpu_time_millis_training
10250
usercpu_time_millis_training
9750
usercpu_time_millis_training
10630
usercpu_time_millis_training
9880
usercpu_time_millis_training
9510
usercpu_time_millis_training
9650
usercpu_time_millis_training
9280
usercpu_time_millis_training
10450
usercpu_time_millis_training
10020