126051
2
Joaquin Vanschoren
3735
Supervised Classification
predictive_accuracy
417
weka.AdaBoostM1_NaiveBayes(2)
657
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 80 -W weka.classifiers.bayes.NaiveBayes
I
80
417
P
100
417
S
1
417
W
weka.classifiers.bayes.NaiveBayes
417
871
pollen
https://www.openml.org/data/download/53405/pollen.arff
-1
395410
description
https://api.openml.org/data/download/395410/weka_generated_run6323657951362176639.xml
-1
395413
model_readable
https://api.openml.org/data/download/395413/WekaModel_weka.classifiers.meta.AdaBoostM15121864785885989004.model
-1
395412
model_serialized
https://api.openml.org/data/download/395412/WekaSerialized_weka.classifiers.meta.AdaBoostM17965918296257606831.model
-1
395411
predictions
https://api.openml.org/data/download/395411/weka_generated_predictions2369709032480626887.arff
area_under_roc_curve
0.48093 [0.48093,0.48093]
average_cost
0
build_cpu_time
0.071299
build_memory
1383781369.424117
f_measure
0.489617 [0.51999,0.459243]
kappa
-0.017152
kb_relative_information_score
-5.648144
mean_absolute_error
0.500517
mean_prior_absolute_error
0.5
number_of_instances
3848 [1924,1924]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.491301 [0.492336,0.490265]
predictive_accuracy
0.491424
prior_entropy
1
recall
0.491424 [0.550936,0.431913]
relative_absolute_error
1.001034
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.500977
root_relative_squared_error
1.001953
scimark_benchmark
943.55038 [566.495824021114, 1013.3868112175512, 481.28276544297296, 908.9598333913673, 1747.6266666666663]
total_cost
0
area_under_roc_curve
0.491931 [0.491931,0.491931]
area_under_roc_curve
0.557224 [0.557224,0.557224]
area_under_roc_curve
0.50506 [0.50506,0.50506]
area_under_roc_curve
0.46736 [0.46736,0.46736]
area_under_roc_curve
0.450426 [0.450426,0.450426]
area_under_roc_curve
0.462827 [0.462827,0.462827]
area_under_roc_curve
0.48285 [0.48285,0.48285]
area_under_roc_curve
0.480772 [0.480772,0.480772]
area_under_roc_curve
0.476644 [0.476644,0.476644]
area_under_roc_curve
0.503838 [0.503838,0.503838]
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
0.034
build_cpu_time
0.053
build_cpu_time
0.015
build_cpu_time
0.054
build_cpu_time
0.054
build_cpu_time
0.133
build_cpu_time
0.131
build_cpu_time
0.092
build_cpu_time
0.093
build_cpu_time
0.054
build_memory
921416176
build_memory
1005531792
build_memory
1033570320
build_memory
1117685888
build_memory
1201804528
build_memory
1398074264
build_memory
1594343928
build_memory
1734536600
build_memory
1874729296
build_memory
1958889880
f_measure
0.503655 [0.513995,0.493369]
f_measure
0.544 [0.598608,0.489676]
f_measure
0.522058 [0.556901,0.487395]
f_measure
0.472656 [0.478149,0.467192]
f_measure
0.44875 [0.517321,0.379822]
f_measure
0.470024 [0.508475,0.431373]
f_measure
0.469808 [0.457447,0.482234]
f_measure
0.47411 [0.53271,0.415205]
f_measure
0.489528 [0.494845,0.484211]
f_measure
0.489275 [0.527845,0.450704]
kappa
0.007906
kappa
0.101862
kappa
0.049716
kappa
-0.054481
kappa
-0.086411
kappa
-0.054937
kappa
-0.059604
kappa
-0.039557
kappa
-0.020833
kappa
-0.015625
kb_relative_information_score
-0.754205
kb_relative_information_score
1.876729
kb_relative_information_score
0.672765
kb_relative_information_score
-1.421203
kb_relative_information_score
-2.126898
kb_relative_information_score
-1.373409
kb_relative_information_score
-0.980525
kb_relative_information_score
-0.954191
kb_relative_information_score
-0.863197
kb_relative_information_score
0.275989
mean_absolute_error
0.500724
mean_absolute_error
0.498282
mean_absolute_error
0.499304
mean_absolute_error
0.501307
mean_absolute_error
0.501963
mean_absolute_error
0.501262
mean_absolute_error
0.500906
mean_absolute_error
0.500881
mean_absolute_error
0.500794
mean_absolute_error
0.499744
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
number_of_instances
385 [192,193]
number_of_instances
385 [192,193]
number_of_instances
385 [192,193]
number_of_instances
385 [192,193]
number_of_instances
385 [193,192]
number_of_instances
385 [193,192]
number_of_instances
385 [193,192]
number_of_instances
385 [193,192]
number_of_instances
384 [192,192]
number_of_instances
384 [192,192]
precision
0.503965 [0.502488,0.505435]
precision
0.554158 [0.539749,0.568493]
precision
0.525438 [0.520362,0.530488]
precision
0.472744 [0.472081,0.473404]
precision
0.454056 [0.466667,0.441379]
precision
0.471983 [0.477273,0.466667]
precision
0.470121 [0.469945,0.470297]
precision
0.479235 [0.485106,0.473333]
precision
0.489579 [0.489796,0.489362]
precision
0.492005 [0.493213,0.490798]
predictive_accuracy
0.503896
predictive_accuracy
0.550649
predictive_accuracy
0.524675
predictive_accuracy
0.472727
predictive_accuracy
0.457143
predictive_accuracy
0.472727
predictive_accuracy
0.47013
predictive_accuracy
0.480519
predictive_accuracy
0.489583
predictive_accuracy
0.492188
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
recall
0.503896 [0.526042,0.481865]
recall
0.550649 [0.671875,0.430052]
recall
0.524675 [0.598958,0.450777]
recall
0.472727 [0.484375,0.46114]
recall
0.457143 [0.580311,0.333333]
recall
0.472727 [0.544041,0.401042]
recall
0.47013 [0.445596,0.494792]
recall
0.480519 [0.590674,0.369792]
recall
0.489583 [0.5,0.479167]
recall
0.492188 [0.567708,0.416667]
relative_absolute_error
1.001447
relative_absolute_error
0.996564
relative_absolute_error
0.998608
relative_absolute_error
1.002615
relative_absolute_error
1.003926
relative_absolute_error
1.002523
relative_absolute_error
1.001812
relative_absolute_error
1.001763
relative_absolute_error
1.001589
relative_absolute_error
0.999487
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.501387
root_mean_squared_error
0.498552
root_mean_squared_error
0.499824
root_mean_squared_error
0.501739
root_mean_squared_error
0.502447
root_mean_squared_error
0.501619
root_mean_squared_error
0.501715
root_mean_squared_error
0.501331
root_mean_squared_error
0.501113
root_mean_squared_error
0.500023
root_relative_squared_error
1.002775
root_relative_squared_error
0.997103
root_relative_squared_error
0.999649
root_relative_squared_error
1.003478
root_relative_squared_error
1.004895
root_relative_squared_error
1.003238
root_relative_squared_error
1.003431
root_relative_squared_error
1.002663
root_relative_squared_error
1.002227
root_relative_squared_error
1.000047
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