140829
2
Joaquin Vanschoren
3549
Supervised Classification
423
weka.AdaBoostM1_SMO_PolyKernel(2)
682
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 20 -W weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007"
I
20
423
P
100
423
S
1
423
W
weka.classifiers.functions.SMO
423
C
1.0
424
L
0.001
424
N
0
424
P
1.0E-12
424
V
-1
424
W
1
424
458
analcatdata_authorship
https://www.openml.org/data/download/52570/analcatdata_authorship.arff
-1
454149
description
https://api.openml.org/data/download/454149/weka_generated_run9017450997935875235.xml
-1
454152
model_readable
https://api.openml.org/data/download/454152/WekaModel_weka.classifiers.meta.AdaBoostM15154264042061275070.model
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454151
model_serialized
https://api.openml.org/data/download/454151/WekaSerialized_weka.classifiers.meta.AdaBoostM12195427259699294096.model
-1
454150
predictions
https://api.openml.org/data/download/454150/weka_generated_predictions5232805348777522294.arff
area_under_roc_curve
0.997433 [0.997146,0.995763,1,1]
average_cost
0
build_cpu_time
0.070234
build_memory
720419043.671819
f_measure
0.995243 [0.993711,0.99322,1,1]
kappa
0.993081
kb_relative_information_score
368.807939
mean_absolute_error
0.250396
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
0.995258 [0.990596,0.996599,1,1]
predictive_accuracy
0.995244
prior_entropy
1.78975
recall
0.995244 [0.996845,0.989865,1,1]
relative_absolute_error
0.728163
root_mean_prior_squared_error
0.414564
root_mean_squared_error
0.312308
root_relative_squared_error
0.753339
scimark_benchmark
874.266766 [338.68749664082395, 955.8308417694717, 462.02318357867284, 883.2345206461015, 1731.5577861038655]
total_cost
0
area_under_roc_curve
0.986266 [0.981132,0.981212,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.99303 [0.990385,0.990741,1,1]
area_under_roc_curve
0.996473 [1,0.990123,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
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
0.099
build_cpu_time
0.074
build_cpu_time
0.068
build_cpu_time
0.064
build_cpu_time
0.063
build_cpu_time
0.066
build_cpu_time
0.063
build_cpu_time
0.066
build_cpu_time
0.067
build_cpu_time
0.072
build_memory
1492564912
build_memory
222612472
build_memory
327687392
build_memory
415690032
build_memory
520684056
build_memory
635659160
build_memory
740815488
build_memory
828818128
build_memory
933811800
build_memory
1076654784
f_measure
0.976421 [0.969697,0.965517,1,1]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
f_measure
0.988098 [0.984127,0.983607,1,1]
f_measure
0.988086 [0.984615,0.983051,1,1]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
kappa
0.965809
kappa
1
kappa
1
kappa
1
kappa
0.982573
kappa
0.982558
kappa
1
kappa
1
kappa
1
kappa
1
kb_relative_information_score
37.170576
kb_relative_information_score
36.154318
kb_relative_information_score
36.154318
kb_relative_information_score
36.154318
kb_relative_information_score
35.871534
kb_relative_information_score
35.847961
kb_relative_information_score
37.499178
kb_relative_information_score
37.985246
kb_relative_information_score
37.985246
kb_relative_information_score
37.985246
mean_absolute_error
0.251961
mean_absolute_error
0.25
mean_absolute_error
0.25
mean_absolute_error
0.25
mean_absolute_error
0.250992
mean_absolute_error
0.250992
mean_absolute_error
0.25
mean_absolute_error
0.25
mean_absolute_error
0.25
mean_absolute_error
0.25
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
0.977855 [0.941176,1,1,1]
precision
1 [1,1,1,1]
precision
1 [1,1,1,1]
precision
1 [1,1,1,1]
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
1 [1,1,1,1]
precision
1 [1,1,1,1]
predictive_accuracy
0.976471
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.988095
predictive_accuracy
0.988095
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
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
0.976471 [1,0.933333,1,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
recall
0.988095 [0.96875,1,1,1]
recall
0.988095 [1,0.966667,1,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
relative_absolute_error
0.732009
relative_absolute_error
0.729406
relative_absolute_error
0.729406
relative_absolute_error
0.729406
relative_absolute_error
0.732301
relative_absolute_error
0.732301
relative_absolute_error
0.725811
relative_absolute_error
0.72368
relative_absolute_error
0.72368
relative_absolute_error
0.72368
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
0.314414
root_mean_squared_error
0.311805
root_mean_squared_error
0.311805
root_mean_squared_error
0.311539
root_mean_squared_error
0.313392
root_mean_squared_error
0.313128
root_mean_squared_error
0.311539
root_mean_squared_error
0.311805
root_mean_squared_error
0.311805
root_mean_squared_error
0.311805
root_relative_squared_error
0.757693
root_relative_squared_error
0.754611
root_relative_squared_error
0.754611
root_relative_squared_error
0.753969
root_relative_squared_error
0.758451
root_relative_squared_error
0.757813
root_relative_squared_error
0.750248
root_relative_squared_error
0.748688
root_relative_squared_error
0.748688
root_relative_squared_error
0.748688
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