139648
2
Joaquin Vanschoren
3549
Supervised Classification
422
weka.AdaBoostM1_REPTree(2)
680
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 10 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
I
10
422
P
100
422
S
1
422
W
weka.classifiers.trees.REPTree
422
I
0.0
379
L
-1
379
M
2
379
N
3
379
S
1
379
V
0.001
379
458
analcatdata_authorship
https://www.openml.org/data/download/52570/analcatdata_authorship.arff
-1
449455
description
https://api.openml.org/data/download/449455/weka_generated_run1049702256567758690.xml
-1
449458
model_readable
https://api.openml.org/data/download/449458/WekaModel_weka.classifiers.meta.AdaBoostM1294130957714745876.model
-1
449457
model_serialized
https://api.openml.org/data/download/449457/WekaSerialized_weka.classifiers.meta.AdaBoostM12769589392824162775.model
-1
449456
predictions
https://api.openml.org/data/download/449456/weka_generated_predictions2869004648160372560.arff
area_under_roc_curve
0.99896 [0.999013,0.999138,0.99771,0.998957]
average_cost
0
build_cpu_time
0.228581
build_memory
672830390.715815
f_measure
0.977399 [0.976378,0.97973,0.971963,0.977011]
kappa
0.967103
kb_relative_information_score
813.829424
mean_absolute_error
0.011779
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
0.977506 [0.974843,0.97973,1,0.971429]
predictive_accuracy
0.977408
prior_entropy
1.78975
recall
0.977408 [0.977918,0.97973,0.945455,0.982659]
relative_absolute_error
0.034254
root_mean_prior_squared_error
0.414564
root_mean_squared_error
0.096493
root_relative_squared_error
0.232759
scimark_benchmark
939.135918 [541.8579015917576, 1010.1992026725918, 482.14720472367435, 901.4580491325925, 1760.017229859821]
total_cost
0
area_under_roc_curve
0.999004 [0.99941,0.998788,1,0.99827]
area_under_roc_curve
0.999593 [0.999399,1,1,0.999122]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.998194 [0.996995,0.998148,1,1]
area_under_roc_curve
0.999602 [1,0.999383,1,0.999122]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.999351 [1,0.998119,1,1]
area_under_roc_curve
0.997966 [1,0.999373,0.987179,0.995791]
area_under_roc_curve
0.998128 [0.997565,0.998746,1,0.997475]
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
0.213
build_cpu_time
0.221
build_cpu_time
0.41
build_cpu_time
0.21
build_cpu_time
0.201
build_cpu_time
0.207
build_cpu_time
0.201
build_cpu_time
0.207
build_cpu_time
0.204
build_cpu_time
0.212
build_memory
803531296
build_memory
887300920
build_memory
369405704
build_memory
441151624
build_memory
512897720
build_memory
596605280
build_memory
668349056
build_memory
740101720
build_memory
811847608
build_memory
895557016
f_measure
0.964657 [0.969697,0.965517,1,0.941176]
f_measure
0.988171 [0.984127,1,1,0.971429]
f_measure
1 [1,1,1,1]
f_measure
0.964172 [0.952381,0.966667,1,0.971429]
f_measure
0.963884 [0.969697,0.983051,0.888889,0.941176]
f_measure
1 [1,1,1,1]
f_measure
0.988102 [0.984127,0.983051,1,1]
f_measure
0.96216 [0.984127,0.965517,0.8,0.972973]
f_measure
0.964399 [0.952381,0.965517,1,0.971429]
f_measure
0.97619 [0.966667,0.966667,1,1]
kappa
0.948713
kappa
0.982619
kappa
1
kappa
0.947858
kappa
0.947379
kappa
1
kappa
0.982748
kappa
0.948116
kappa
0.948371
kappa
0.9657
kb_relative_information_score
81.326062
kb_relative_information_score
81.729936
kb_relative_information_score
82.465809
kb_relative_information_score
79.248393
kb_relative_information_score
79.642736
kb_relative_information_score
83.030504
kb_relative_information_score
83.016456
kb_relative_information_score
79.333796
kb_relative_information_score
81.039298
kb_relative_information_score
82.996436
mean_absolute_error
0.019242
mean_absolute_error
0.007242
mean_absolute_error
0.003881
mean_absolute_error
0.019685
mean_absolute_error
0.014517
mean_absolute_error
0.000419
mean_absolute_error
0.00759
mean_absolute_error
0.017304
mean_absolute_error
0.018293
mean_absolute_error
0.009531
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
0.96609 [0.941176,1,1,0.941176]
precision
0.988757 [1,1,1,0.944444]
precision
1 [1,1,1,1]
precision
0.964563 [0.967742,0.966667,1,0.944444]
precision
0.965686 [0.941176,1,1,0.941176]
precision
1 [1,1,1,1]
precision
0.988492 [1,0.966667,1,1]
precision
0.965284 [0.96875,0.965517,1,0.947368]
precision
0.96503 [0.9375,0.965517,1,1]
precision
0.977727 [1,0.935484,1,1]
predictive_accuracy
0.964706
predictive_accuracy
0.988095
predictive_accuracy
1
predictive_accuracy
0.964286
predictive_accuracy
0.964286
predictive_accuracy
1
predictive_accuracy
0.988095
predictive_accuracy
0.964286
predictive_accuracy
0.964286
predictive_accuracy
0.97619
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
0.964706 [1,0.933333,1,0.941176]
recall
0.988095 [0.96875,1,1,1]
recall
1 [1,1,1,1]
recall
0.964286 [0.9375,0.966667,1,1]
recall
0.964286 [1,0.966667,0.8,0.941176]
recall
1 [1,1,1,1]
recall
0.988095 [0.96875,1,1,1]
recall
0.964286 [1,0.965517,0.666667,1]
recall
0.964286 [0.967742,0.965517,1,0.944444]
recall
0.97619 [0.935484,1,1,1]
relative_absolute_error
0.055902
relative_absolute_error
0.021129
relative_absolute_error
0.011325
relative_absolute_error
0.057434
relative_absolute_error
0.042355
relative_absolute_error
0.001222
relative_absolute_error
0.022036
relative_absolute_error
0.050089
relative_absolute_error
0.052952
relative_absolute_error
0.02759
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
0.124271
root_mean_squared_error
0.078079
root_mean_squared_error
0.032676
root_mean_squared_error
0.123111
root_mean_squared_error
0.103363
root_mean_squared_error
0.003839
root_mean_squared_error
0.07923
root_mean_squared_error
0.12526
root_mean_squared_error
0.120868
root_mean_squared_error
0.089431
root_relative_squared_error
0.299475
root_relative_squared_error
0.188963
root_relative_squared_error
0.079081
root_relative_squared_error
0.297945
root_relative_squared_error
0.250153
root_relative_squared_error
0.009291
root_relative_squared_error
0.190801
root_relative_squared_error
0.300768
root_relative_squared_error
0.290222
root_relative_squared_error
0.214736
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