127693
2
Joaquin Vanschoren
3549
Supervised Classification
417
weka.AdaBoostM1_NaiveBayes(2)
660
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 10 -W weka.classifiers.bayes.NaiveBayes
I
10
417
P
100
417
S
1
417
W
weka.classifiers.bayes.NaiveBayes
417
458
analcatdata_authorship
https://www.openml.org/data/download/52570/analcatdata_authorship.arff
-1
401933
description
https://api.openml.org/data/download/401933/weka_generated_run6763419341951728819.xml
-1
401936
model_readable
https://api.openml.org/data/download/401936/WekaModel_weka.classifiers.meta.AdaBoostM18881560316494553043.model
-1
401935
model_serialized
https://api.openml.org/data/download/401935/WekaSerialized_weka.classifiers.meta.AdaBoostM15941385208925606078.model
-1
401934
predictions
https://api.openml.org/data/download/401934/weka_generated_predictions2395863823187493559.arff
area_under_roc_curve
0.994463 [0.99385,0.994675,1,0.993462]
average_cost
0
build_cpu_time
1.000537
build_memory
803024635.63377
f_measure
0.991676 [0.990536,0.991568,1,0.991304]
kappa
0.987889
kb_relative_information_score
831.28049
mean_absolute_error
0.004044
mean_prior_absolute_error
0.343874
number_of_instances
841 [317,296,55,173]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.991682 [0.990536,0.989899,1,0.994186]
predictive_accuracy
0.991677
prior_entropy
1.78975
recall
0.991677 [0.990536,0.993243,1,0.988439]
relative_absolute_error
0.011761
root_mean_prior_squared_error
0.414564
root_mean_squared_error
0.062719
root_relative_squared_error
0.151288
scimark_benchmark
908.870454 [560.6687900287665, 1011.5249537742577, 484.9782432137119, 914.6685476523131, 1572.5117349124107]
total_cost
0
area_under_roc_curve
0.990348 [0.990271,0.98303,1,1]
area_under_roc_curve
0.992537 [0.984375,1,1,0.992537]
area_under_roc_curve
0.99052 [1,0.990123,1,0.970588]
area_under_roc_curve
0.990385 [0.990385,1,1,0.970588]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.990686 [0.984075,0.990596,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.990458 [0.990566,0.982445,1,1]
area_under_roc_curve
1 [1,1,1,1]
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
1.032
build_cpu_time
1.027
build_cpu_time
0.778
build_cpu_time
1.02
build_cpu_time
1.031
build_cpu_time
1.024
build_cpu_time
1.019
build_cpu_time
1.035
build_cpu_time
1.022
build_cpu_time
1.017
build_memory
1319756040
build_memory
561537656
build_memory
646907720
build_memory
1234336136
build_memory
431101272
build_memory
1005697640
build_memory
179074712
build_memory
769384728
build_memory
1359436024
build_memory
516862864
f_measure
0.988226 [0.984615,0.983051,1,1]
f_measure
0.988171 [0.984127,1,1,0.971429]
f_measure
0.988012 [1,0.983607,1,0.969697]
f_measure
0.988006 [0.984615,1,1,0.969697]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
f_measure
0.976203 [0.967742,0.966667,1,1]
f_measure
1 [1,1,1,1]
f_measure
0.988085 [0.984127,0.982456,1,1]
f_measure
1 [1,1,1,1]
kappa
0.982911
kappa
0.982619
kappa
0.982518
kappa
0.982511
kappa
1
kappa
1
kappa
0.965517
kappa
1
kappa
0.982829
kappa
1
kb_relative_information_score
84.084021
kb_relative_information_score
81.919492
kb_relative_information_score
81.615782
kb_relative_information_score
81.628367
kb_relative_information_score
83.088247
kb_relative_information_score
83.088247
kb_relative_information_score
82.290761
kb_relative_information_score
84.919171
kb_relative_information_score
83.727229
kb_relative_information_score
84.919175
mean_absolute_error
0.005882
mean_absolute_error
0.005955
mean_absolute_error
0.006046
mean_absolute_error
0.005954
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0.010631
mean_absolute_error
0
mean_absolute_error
0.005952
mean_absolute_error
0
mean_prior_absolute_error
0.344205
mean_prior_absolute_error
0.342744
mean_prior_absolute_error
0.342744
mean_prior_absolute_error
0.342744
mean_prior_absolute_error
0.342744
mean_prior_absolute_error
0.342744
mean_prior_absolute_error
0.344442
mean_prior_absolute_error
0.345456
mean_prior_absolute_error
0.345456
mean_prior_absolute_error
0.345456
number_of_instances
85 [32,30,6,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,29,6,17]
number_of_instances
84 [31,29,6,18]
number_of_instances
84 [31,29,6,18]
number_of_instances
84 [31,29,6,18]
precision
0.988592 [0.969697,1,1,1]
precision
0.988757 [1,1,1,0.944444]
precision
0.988479 [1,0.967742,1,1]
precision
0.988456 [0.969697,1,1,1]
precision
1 [1,1,1,1]
precision
1 [1,1,1,1]
precision
0.977727 [1,0.935484,1,1]
precision
1 [1,1,1,1]
precision
0.988467 [0.96875,1,1,1]
precision
1 [1,1,1,1]
predictive_accuracy
0.988235
predictive_accuracy
0.988095
predictive_accuracy
0.988095
predictive_accuracy
0.988095
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.97619
predictive_accuracy
1
predictive_accuracy
0.988095
predictive_accuracy
1
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
recall
0.988235 [1,0.966667,1,1]
recall
0.988095 [0.96875,1,1,1]
recall
0.988095 [1,1,1,0.941176]
recall
0.988095 [1,1,1,0.941176]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
recall
0.97619 [0.9375,1,1,1]
recall
1 [1,1,1,1]
recall
0.988095 [1,0.965517,1,1]
recall
1 [1,1,1,1]
relative_absolute_error
0.01709
relative_absolute_error
0.017375
relative_absolute_error
0.017641
relative_absolute_error
0.017371
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0.030863
relative_absolute_error
0
relative_absolute_error
0.017231
relative_absolute_error
0
root_mean_prior_squared_error
0.414963
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.415248
root_mean_prior_squared_error
0.416468
root_mean_prior_squared_error
0.416468
root_mean_prior_squared_error
0.416468
root_mean_squared_error
0.076696
root_mean_squared_error
0.077152
root_mean_squared_error
0.077155
root_mean_squared_error
0.077152
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0.098086
root_mean_squared_error
0
root_mean_squared_error
0.077152
root_mean_squared_error
0
root_relative_squared_error
0.184828
root_relative_squared_error
0.186718
root_relative_squared_error
0.186725
root_relative_squared_error
0.186718
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0.236209
root_relative_squared_error
0.000001
root_relative_squared_error
0.185252
root_relative_squared_error
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
total_cost
0