142410
2
Joaquin Vanschoren
3517
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
382
ipums_la_97-small
https://www.openml.org/data/download/52422/ipums_la_97-small.arff
-1
460443
description
https://api.openml.org/data/download/460443/weka_generated_run6010664115422800781.xml
-1
460446
model_readable
https://api.openml.org/data/download/460446/WekaModel_weka.classifiers.meta.AdaBoostM15571615146167760304.model
-1
460445
model_serialized
https://api.openml.org/data/download/460445/WekaSerialized_weka.classifiers.meta.AdaBoostM16361335937741938897.model
-1
460444
predictions
https://api.openml.org/data/download/460444/weka_generated_predictions196371105670577290.arff
area_under_roc_curve
0.697363 [0.765295,0.616205,0.576073,0.59518,0.772424,0.73546,0.655156,0.606837]
average_cost
0
build_cpu_time
26572.841849
build_memory
635123727.092748
f_measure
0.411941 [0.580519,0.264415,0.16016,0.251179,0.525621,0.44788,0.275472,0.195804]
kappa
0.29651
kb_relative_information_score
2332.666975
mean_absolute_error
0.14498
mean_prior_absolute_error
0.208156
number_of_instances
7019 [1938,869,528,889,1227,1000,310,258]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.406863 [0.552142,0.267689,0.169851,0.263941,0.501853,0.446766,0.331818,0.245614]
predictive_accuracy
0.41986
prior_entropy
2.759053
recall
0.41986 [0.611971,0.26122,0.151515,0.239595,0.551752,0.449,0.235484,0.162791]
relative_absolute_error
0.696493
root_mean_prior_squared_error
0.322602
root_mean_squared_error
0.376434
root_relative_squared_error
1.166867
scimark_benchmark
907.189881 [560.6688329969002, 984.1445671277309, 479.77736813077775, 913.0755670421655, 1598.2830684598553]
total_cost
0
area_under_roc_curve
0.691712 [0.765028,0.609149,0.584615,0.571329,0.770329,0.716744,0.625523,0.657943]
area_under_roc_curve
0.694578 [0.737179,0.607392,0.609079,0.590227,0.795912,0.723895,0.685712,0.615303]
area_under_roc_curve
0.686906 [0.748224,0.646201,0.566677,0.59502,0.743306,0.718505,0.643983,0.584077]
area_under_roc_curve
0.700716 [0.762947,0.623971,0.587028,0.609702,0.747209,0.746196,0.690159,0.651229]
area_under_roc_curve
0.683579 [0.756641,0.583768,0.577739,0.548305,0.778978,0.718164,0.682635,0.562813]
area_under_roc_curve
0.694228 [0.765677,0.57304,0.542228,0.594965,0.78102,0.76255,0.631244,0.62133]
area_under_roc_curve
0.709491 [0.768056,0.645837,0.567738,0.594727,0.817552,0.737101,0.638118,0.639139]
area_under_roc_curve
0.710513 [0.80803,0.625558,0.596491,0.61762,0.769743,0.717259,0.65855,0.575643]
area_under_roc_curve
0.691597 [0.758848,0.627764,0.566212,0.602599,0.750741,0.74392,0.627422,0.561703]
area_under_roc_curve
0.710943 [0.783597,0.622112,0.563782,0.625872,0.770213,0.769218,0.669138,0.599715]
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
26304.616
build_cpu_time
25510.749
build_cpu_time
26597.133
build_cpu_time
25297.989
build_cpu_time
26770.079
build_cpu_time
26745.927
build_cpu_time
26639.399
build_cpu_time
28262.979
build_cpu_time
26551.773
build_cpu_time
27048.452
build_memory
711582328
build_memory
591922688
build_memory
597855120
build_memory
931847072
build_memory
668220120
build_memory
837275904
build_memory
762774752
build_memory
300950016
build_memory
685691472
build_memory
262587120
f_measure
0.388839 [0.572792,0.2375,0.168421,0.157576,0.52381,0.418182,0.163265,0.272727]
f_measure
0.405468 [0.538462,0.256983,0.236364,0.239521,0.538462,0.44,0.264151,0.222222]
f_measure
0.402227 [0.548718,0.32967,0.138614,0.258427,0.475096,0.437811,0.307692,0.205128]
f_measure
0.400282 [0.581114,0.282209,0.15534,0.266667,0.458498,0.425743,0.25,0.204082]
f_measure
0.395129 [0.57554,0.218391,0.133333,0.210526,0.539924,0.42,0.326531,0.1]
f_measure
0.402935 [0.576271,0.213483,0.153846,0.213333,0.524715,0.455446,0.285714,0.266667]
f_measure
0.436414 [0.585608,0.299465,0.153846,0.25,0.625,0.465347,0.254545,0.216216]
f_measure
0.430346 [0.607229,0.268293,0.212766,0.318681,0.529183,0.446701,0.313725,0.090909]
f_measure
0.405732 [0.573529,0.259887,0.114286,0.282209,0.501901,0.471204,0.290909,0.095238]
f_measure
0.447974 [0.641148,0.27451,0.129032,0.297436,0.540323,0.505263,0.295082,0.272727]
kappa
0.271838
kappa
0.287318
kappa
0.282471
kappa
0.281981
kappa
0.27816
kappa
0.287301
kappa
0.327252
kappa
0.319679
kappa
0.288777
kappa
0.34037
kb_relative_information_score
217.75954
kb_relative_information_score
232.326588
kb_relative_information_score
224.822661
kb_relative_information_score
227.24896
kb_relative_information_score
221.349793
kb_relative_information_score
228.408457
kb_relative_information_score
252.228201
kb_relative_information_score
245.328174
kb_relative_information_score
225.095643
kb_relative_information_score
258.098957
mean_absolute_error
0.149593
mean_absolute_error
0.146984
mean_absolute_error
0.149043
mean_absolute_error
0.147881
mean_absolute_error
0.147845
mean_absolute_error
0.146175
mean_absolute_error
0.139053
mean_absolute_error
0.140247
mean_absolute_error
0.146824
mean_absolute_error
0.136138
mean_prior_absolute_error
0.208134
mean_prior_absolute_error
0.20812
mean_prior_absolute_error
0.20812
mean_prior_absolute_error
0.208151
mean_prior_absolute_error
0.208152
mean_prior_absolute_error
0.208169
mean_prior_absolute_error
0.208169
mean_prior_absolute_error
0.208169
mean_prior_absolute_error
0.208205
mean_prior_absolute_error
0.208173
number_of_instances
702 [194,87,52,89,123,100,31,26]
number_of_instances
702 [194,87,53,89,123,100,31,25]
number_of_instances
702 [194,87,53,89,123,100,31,25]
number_of_instances
702 [194,86,53,89,123,100,31,26]
number_of_instances
702 [194,87,53,88,123,100,31,26]
number_of_instances
702 [194,87,53,89,122,100,31,26]
number_of_instances
702 [194,87,53,89,122,100,31,26]
number_of_instances
702 [194,87,53,89,122,100,31,26]
number_of_instances
702 [193,87,53,89,123,100,31,26]
number_of_instances
701 [193,87,52,89,123,100,31,26]
precision
0.381521 [0.533333,0.260274,0.186047,0.171053,0.511628,0.383333,0.222222,0.333333]
precision
0.403913 [0.535714,0.25,0.22807,0.25641,0.510949,0.44,0.318182,0.25]
precision
0.401551 [0.545918,0.315789,0.145833,0.258427,0.449275,0.435644,0.380952,0.285714]
precision
0.39544 [0.547945,0.298701,0.16,0.289474,0.446154,0.421569,0.28,0.217391]
precision
0.388809 [0.538117,0.218391,0.162162,0.216867,0.507143,0.42,0.444444,0.142857]
precision
0.399294 [0.543379,0.208791,0.156863,0.262295,0.489362,0.45098,0.388889,0.315789]
precision
0.434025 [0.564593,0.28,0.156863,0.28169,0.597015,0.460784,0.291667,0.363636]
precision
0.42485 [0.570136,0.285714,0.243902,0.311828,0.503704,0.453608,0.4,0.111111]
precision
0.401793 [0.544186,0.255556,0.115385,0.310811,0.471429,0.494505,0.333333,0.125]
precision
0.444809 [0.595556,0.318182,0.146341,0.273585,0.536,0.533333,0.3,0.333333]
predictive_accuracy
0.401709
predictive_accuracy
0.408832
predictive_accuracy
0.405983
predictive_accuracy
0.407407
predictive_accuracy
0.407407
predictive_accuracy
0.413105
predictive_accuracy
0.444444
predictive_accuracy
0.440171
predictive_accuracy
0.413105
predictive_accuracy
0.456491
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
recall
0.401709 [0.618557,0.218391,0.153846,0.146067,0.536585,0.46,0.129032,0.230769]
recall
0.408832 [0.541237,0.264368,0.245283,0.224719,0.569106,0.44,0.225806,0.2]
recall
0.405983 [0.551546,0.344828,0.132075,0.258427,0.504065,0.44,0.258065,0.16]
recall
0.407407 [0.618557,0.267442,0.150943,0.247191,0.471545,0.43,0.225806,0.192308]
recall
0.407407 [0.618557,0.218391,0.113208,0.204545,0.577236,0.42,0.258065,0.076923]
recall
0.413105 [0.613402,0.218391,0.150943,0.179775,0.565574,0.46,0.225806,0.230769]
recall
0.444444 [0.608247,0.321839,0.150943,0.224719,0.655738,0.47,0.225806,0.153846]
recall
0.440171 [0.649485,0.252874,0.188679,0.325843,0.557377,0.44,0.258065,0.076923]
recall
0.413105 [0.606218,0.264368,0.113208,0.258427,0.536585,0.45,0.258065,0.076923]
recall
0.456491 [0.694301,0.241379,0.115385,0.325843,0.544715,0.48,0.290323,0.230769]
relative_absolute_error
0.718734
relative_absolute_error
0.706247
relative_absolute_error
0.716139
relative_absolute_error
0.710451
relative_absolute_error
0.710273
relative_absolute_error
0.702191
relative_absolute_error
0.667978
relative_absolute_error
0.673715
relative_absolute_error
0.705188
relative_absolute_error
0.653969
root_mean_prior_squared_error
0.322567
root_mean_prior_squared_error
0.322546
root_mean_prior_squared_error
0.322546
root_mean_prior_squared_error
0.322594
root_mean_prior_squared_error
0.322596
root_mean_prior_squared_error
0.322622
root_mean_prior_squared_error
0.322622
root_mean_prior_squared_error
0.322622
root_mean_prior_squared_error
0.322678
root_mean_prior_squared_error
0.322627
root_mean_squared_error
0.382239
root_mean_squared_error
0.378692
root_mean_squared_error
0.381842
root_mean_squared_error
0.379599
root_mean_squared_error
0.381331
root_mean_squared_error
0.379133
root_mean_squared_error
0.367735
root_mean_squared_error
0.369955
root_mean_squared_error
0.378774
root_mean_squared_error
0.364526
root_relative_squared_error
1.184989
root_relative_squared_error
1.174071
root_relative_squared_error
1.183836
root_relative_squared_error
1.176707
root_relative_squared_error
1.182072
root_relative_squared_error
1.175162
root_relative_squared_error
1.139831
root_relative_squared_error
1.146712
root_relative_squared_error
1.173844
root_relative_squared_error
1.129868
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