140015
2
Joaquin Vanschoren
59
Supervised Classification
predictive_accuracy
423
weka.AdaBoostM1_SMO_PolyKernel(2)
681
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 10 -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
10
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
61
iris
https://www.openml.org/data/download/61/dataset_61_iris.arff
-1
450923
description
https://api.openml.org/data/download/450923/weka_generated_run2043047786807430712.xml
-1
450926
model_readable
https://api.openml.org/data/download/450926/WekaModel_weka.classifiers.meta.AdaBoostM13659240921933167488.model
-1
450925
model_serialized
https://api.openml.org/data/download/450925/WekaSerialized_weka.classifiers.meta.AdaBoostM16547950783491909614.model
-1
450924
predictions
https://api.openml.org/data/download/450924/weka_generated_predictions7414671439584798719.arff
area_under_roc_curve
0.997733 [1,0.9966,0.9966]
average_cost
0
build_cpu_time
0.1159
build_memory
955507718.4
f_measure
0.966663 [1,0.949495,0.950495]
kappa
0.95
kb_relative_information_score
143.217318
mean_absolute_error
0.023456
mean_prior_absolute_error
0.444444
number_of_instances
150 [50,50,50]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.966787 [1,0.959184,0.941176]
predictive_accuracy
0.966667
prior_entropy
1.584963
recall
0.966667 [1,0.94,0.96]
relative_absolute_error
0.052775
root_mean_prior_squared_error
0.471405
root_mean_squared_error
0.122349
root_relative_squared_error
0.259541
scimark_benchmark
939.860894 [553.9030000092794, 1004.4070585908115, 481.49857166643204, 904.5686674515777, 1754.9271701211055]
total_cost
0
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.993333 [1,0.99,0.99]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.993333 [1,0.99,0.99]
area_under_roc_curve
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
0.121
build_cpu_time
0.125
build_cpu_time
0.124
build_cpu_time
0.119
build_cpu_time
0.126
build_cpu_time
0.122
build_cpu_time
0.084
build_cpu_time
0.126
build_cpu_time
0.111
build_cpu_time
0.101
build_memory
1331139560
build_memory
428198672
build_memory
913492416
build_memory
1399858424
build_memory
492745920
build_memory
978344176
build_memory
1318343536
build_memory
412373880
build_memory
897441480
build_memory
1383139120
f_measure
1 [1,1,1]
f_measure
1 [1,1,1]
f_measure
1 [1,1,1]
f_measure
0.93266 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
f_measure
0.93266 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
f_measure
0.861111 [1,0.833333,0.75]
f_measure
0.93266 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
kappa
1
kappa
1
kappa
1
kappa
0.9
kappa
1
kappa
0.9
kappa
1
kappa
0.8
kappa
0.9
kappa
1
kb_relative_information_score
14.413082
kb_relative_information_score
14.895637
kb_relative_information_score
14.957404
kb_relative_information_score
13.608826
kb_relative_information_score
14.501774
kb_relative_information_score
13.596741
kb_relative_information_score
14.998176
kb_relative_information_score
13.668622
kb_relative_information_score
13.60188
kb_relative_information_score
14.975175
mean_absolute_error
0.021237
mean_absolute_error
0.005037
mean_absolute_error
0.002057
mean_absolute_error
0.045503
mean_absolute_error
0.018894
mean_absolute_error
0.048524
mean_absolute_error
0.000089
mean_absolute_error
0.046153
mean_absolute_error
0.045856
mean_absolute_error
0.001207
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
precision
1 [1,1,1]
precision
1 [1,1,1]
precision
1 [1,1,1]
precision
0.944444 [1,1,0.833333]
precision
1 [1,1,1]
precision
0.944444 [1,1,0.833333]
precision
1 [1,1,1]
precision
0.904762 [1,0.714286,1]
precision
0.944444 [1,1,0.833333]
precision
1 [1,1,1]
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.933333
predictive_accuracy
1
predictive_accuracy
0.933333
predictive_accuracy
1
predictive_accuracy
0.866667
predictive_accuracy
0.933333
predictive_accuracy
1
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
recall
1 [1,1,1]
recall
1 [1,1,1]
recall
1 [1,1,1]
recall
0.933333 [1,0.8,1]
recall
1 [1,1,1]
recall
0.933333 [1,0.8,1]
recall
1 [1,1,1]
recall
0.866667 [1,1,0.6]
recall
0.933333 [1,0.8,1]
recall
1 [1,1,1]
relative_absolute_error
0.047784
relative_absolute_error
0.011333
relative_absolute_error
0.004628
relative_absolute_error
0.102381
relative_absolute_error
0.042512
relative_absolute_error
0.10918
relative_absolute_error
0.000201
relative_absolute_error
0.103845
relative_absolute_error
0.103176
relative_absolute_error
0.002715
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_squared_error
0.09941
root_mean_squared_error
0.010645
root_mean_squared_error
0.00661
root_mean_squared_error
0.207854
root_mean_squared_error
0.087711
root_mean_squared_error
0.153709
root_mean_squared_error
0.000147
root_mean_squared_error
0.154373
root_mean_squared_error
0.203196
root_mean_squared_error
0.003237
root_relative_squared_error
0.210879
root_relative_squared_error
0.022581
root_relative_squared_error
0.014021
root_relative_squared_error
0.440925
root_relative_squared_error
0.186064
root_relative_squared_error
0.326066
root_relative_squared_error
0.000311
root_relative_squared_error
0.327474
root_relative_squared_error
0.431044
root_relative_squared_error
0.006868
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