141601
2
Joaquin Vanschoren
3735
Supervised Classification
predictive_accuracy
423
weka.AdaBoostM1_SMO_PolyKernel(2)
683
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 40 -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
40
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
871
pollen
https://www.openml.org/data/download/53405/pollen.arff
-1
457222
description
https://api.openml.org/data/download/457222/weka_generated_run2378956709088527988.xml
-1
457225
model_readable
https://api.openml.org/data/download/457225/WekaModel_weka.classifiers.meta.AdaBoostM14481220179992245183.model
-1
457224
model_serialized
https://api.openml.org/data/download/457224/WekaSerialized_weka.classifiers.meta.AdaBoostM164472452352733614.model
-1
457223
predictions
https://api.openml.org/data/download/457223/weka_generated_predictions7535455349042198041.arff
area_under_roc_curve
0.490594 [0.490594,0.490594]
average_cost
0
build_cpu_time
0.788112
build_memory
1709580554.176715
f_measure
0.48984 [0.493419,0.48626]
kappa
-0.02027
kb_relative_information_score
-4.577088
mean_absolute_error
0.500459
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
0.489863 [0.490005,0.489721]
predictive_accuracy
0.489865
prior_entropy
1
recall
0.489865 [0.496881,0.482848]
relative_absolute_error
1.000919
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.570652
root_relative_squared_error
1.141303
scimark_benchmark
923.563973 [558.3357018725521, 1007.294835592371, 461.03126911064606, 879.6778467186164, 1711.480212926496]
total_cost
0
area_under_roc_curve
0.454785 [0.454785,0.454785]
area_under_roc_curve
0.50363 [0.50363,0.50363]
area_under_roc_curve
0.477507 [0.477507,0.477507]
area_under_roc_curve
0.493874 [0.493874,0.493874]
area_under_roc_curve
0.489003 [0.489003,0.489003]
area_under_roc_curve
0.470153 [0.470153,0.470153]
area_under_roc_curve
0.492363 [0.492363,0.492363]
area_under_roc_curve
0.524692 [0.524692,0.524692]
area_under_roc_curve
0.480794 [0.480794,0.480794]
area_under_roc_curve
0.489258 [0.489258,0.489258]
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
0.743
build_cpu_time
0.161
build_cpu_time
3.135
build_cpu_time
0.438
build_cpu_time
0.392
build_cpu_time
0.295
build_cpu_time
1.103
build_cpu_time
0.084
build_cpu_time
0.624
build_cpu_time
0.906
build_memory
1939430616
build_memory
1977464136
build_memory
2365818256
build_memory
2438805968
build_memory
1128650656
build_memory
1186060680
build_memory
1404588528
build_memory
1430466656
build_memory
1526851368
build_memory
1697161800
f_measure
0.461771 [0.478589,0.44504]
f_measure
0.498618 [0.446377,0.550588]
f_measure
0.478578 [0.509804,0.447514]
f_measure
0.490909 [0.489583,0.492228]
f_measure
0.498695 [0.501292,0.496084]
f_measure
0.470087 [0.465969,0.474227]
f_measure
0.48827 [0.493573,0.48294]
f_measure
0.524656 [0.522193,0.527132]
f_measure
0.493913 [0.472826,0.515]
f_measure
0.47619 [0.541667,0.410714]
kappa
-0.075143
kappa
0.007263
kappa
-0.038632
kappa
-0.018189
kappa
-0.002618
kappa
-0.05969
kappa
-0.023425
kappa
0.049383
kappa
-0.010417
kappa
-0.03125
kb_relative_information_score
-1.150822
kb_relative_information_score
3
kb_relative_information_score
-0.62473
kb_relative_information_score
-0.113
kb_relative_information_score
-0.092053
kb_relative_information_score
-23
kb_relative_information_score
-0.453633
kb_relative_information_score
19
kb_relative_information_score
-0.691624
kb_relative_information_score
-0.451227
mean_absolute_error
0.50106
mean_absolute_error
0.496104
mean_absolute_error
0.500575
mean_absolute_error
0.500103
mean_absolute_error
0.500085
mean_absolute_error
0.52987
mean_absolute_error
0.500421
mean_absolute_error
0.475325
mean_absolute_error
0.500636
mean_absolute_error
0.500415
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
0.46226 [0.463415,0.461111]
precision
0.503791 [0.503268,0.50431]
precision
0.480383 [0.481481,0.47929]
precision
0.490909 [0.489583,0.492228]
precision
0.498694 [0.5,0.497382]
precision
0.470146 [0.470899,0.469388]
precision
0.488288 [0.489796,0.486772]
precision
0.524701 [0.526316,0.523077]
precision
0.494755 [0.494318,0.495192]
precision
0.483333 [0.4875,0.479167]
predictive_accuracy
0.462338
predictive_accuracy
0.503896
predictive_accuracy
0.480519
predictive_accuracy
0.490909
predictive_accuracy
0.498701
predictive_accuracy
0.47013
predictive_accuracy
0.488312
predictive_accuracy
0.524675
predictive_accuracy
0.494792
predictive_accuracy
0.484375
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
0.462338 [0.494792,0.430052]
recall
0.503896 [0.401042,0.606218]
recall
0.480519 [0.541667,0.419689]
recall
0.490909 [0.489583,0.492228]
recall
0.498701 [0.502591,0.494792]
recall
0.47013 [0.46114,0.479167]
recall
0.488312 [0.497409,0.479167]
recall
0.524675 [0.518135,0.53125]
recall
0.494792 [0.453125,0.536458]
recall
0.484375 [0.609375,0.359375]
relative_absolute_error
1.002121
relative_absolute_error
0.992208
relative_absolute_error
1.00115
relative_absolute_error
1.000205
relative_absolute_error
1.00017
relative_absolute_error
1.05974
relative_absolute_error
1.000841
relative_absolute_error
0.950649
relative_absolute_error
1.001273
relative_absolute_error
1.000829
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
0.501273
root_mean_squared_error
0.704346
root_mean_squared_error
0.500827
root_mean_squared_error
0.500198
root_mean_squared_error
0.500328
root_mean_squared_error
0.727922
root_mean_squared_error
0.500704
root_mean_squared_error
0.689438
root_mean_squared_error
0.500821
root_mean_squared_error
0.500589
root_relative_squared_error
1.002547
root_relative_squared_error
1.408693
root_relative_squared_error
1.001654
root_relative_squared_error
1.000396
root_relative_squared_error
1.000656
root_relative_squared_error
1.455844
root_relative_squared_error
1.001407
root_relative_squared_error
1.378876
root_relative_squared_error
1.001641
root_relative_squared_error
1.001179
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