217012
2
Joaquin Vanschoren
3517
Supervised Classification
predictive_accuracy
1194
weka.RandomSubSpace_REPTree(4)
2053
weka.classifiers.meta.RandomSubSpace -- -P 0.5 -S 1 -num-slots 1 -I 20 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
M
2
1077
V
0.001
1077
N
3
1077
S
1
1077
L
-1
1077
I
0.0
1077
P
0.5
1194
S
1
1194
num-slots
1
1194
I
20
1194
W
weka.classifiers.trees.REPTree
1194
study_1
weka
weka_3.7.12
382
ipums_la_97-small
https://www.openml.org/data/download/52422/ipums_la_97-small.arff
-1
725219
description
https://api.openml.org/data/download/725219/weka_generated_run2149352375512912212.xml
-1
725222
model_readable
https://api.openml.org/data/download/725222/WekaModel_weka.classifiers.meta.RandomSubSpace2133488932212361458.model
-1
725221
model_serialized
https://api.openml.org/data/download/725221/WekaSerialized_weka.classifiers.meta.RandomSubSpace7999029745265064451.model
-1
725220
predictions
https://api.openml.org/data/download/725220/weka_generated_predictions2756680703888085599.arff
area_under_roc_curve
0.79082 [0.820915,0.734789,0.715986,0.624138,0.856065,0.860143,0.866267,0.811336]
average_cost
0
f_measure
0.326192 [0.595459,0.02589,0.011132,0.053061,0.527778,0.406617,0.018692,0]
kappa
0.263576
kb_relative_information_score
1242.922093
mean_absolute_error
0.191327
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
0.355961 [0.431418,0.206897,0.272727,0.285714,0.45977,0.435927,0.272727,0]
predictive_accuracy
0.434107
prior_entropy
2.759053
recall
0.434107 [0.960784,0.013809,0.005682,0.029246,0.619397,0.381,0.009677,0]
relative_absolute_error
0.919151
root_mean_prior_squared_error
0.322602
root_mean_squared_error
0.302889
root_relative_squared_error
0.938893
scimark_benchmark
938.996723 [560.3085619771907, 1011.7904963405887, 464.8232639718175, 907.072706265492, 1750.9885882679507]
total_cost
0
usercpu_time_millis
10700
usercpu_time_millis_testing
90
usercpu_time_millis_training
10610
area_under_roc_curve
0.823052 [0.83774,0.750407,0.754127,0.674377,0.893874,0.888455,0.941061,0.876024]
area_under_roc_curve
0.80835 [0.821003,0.793664,0.738059,0.621478,0.886881,0.874468,0.880487,0.835244]
area_under_roc_curve
0.817495 [0.86151,0.781142,0.791319,0.600812,0.871541,0.869551,0.896447,0.857312]
area_under_roc_curve
0.735069 [0.773439,0.658506,0.683839,0.582528,0.747715,0.82907,0.866016,0.751109]
area_under_roc_curve
0.781459 [0.818406,0.718624,0.684188,0.606428,0.855119,0.855714,0.849863,0.791107]
area_under_roc_curve
0.792176 [0.833428,0.719503,0.64007,0.644363,0.867411,0.875257,0.832508,0.82294]
area_under_roc_curve
0.775892 [0.808507,0.701841,0.703288,0.595249,0.8757,0.83951,0.817773,0.783739]
area_under_roc_curve
0.77658 [0.826224,0.703691,0.708928,0.636234,0.827996,0.828522,0.827989,0.766045]
area_under_roc_curve
0.768576 [0.783081,0.720045,0.687138,0.618417,0.841246,0.841528,0.848853,0.783227]
area_under_roc_curve
0.824022 [0.850404,0.771088,0.729836,0.692296,0.879969,0.877155,0.912542,0.870028]
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
f_measure
0.347763 [0.638796,0,0,0,0.592357,0.47343,0,0]
f_measure
0.339624 [0.635452,0,0,0.043011,0.566879,0.415842,0,0]
f_measure
0.334729 [0.647555,0,0,0,0.54375,0.405941,0.060606,0]
f_measure
0.307012 [0.544304,0.020833,0.037037,0.09009,0.421456,0.463158,0,0]
f_measure
0.324896 [0.583072,0.041667,0,0.039604,0.50365,0.459016,0,0]
f_measure
0.319572 [0.59306,0.043478,0,0.041237,0.534296,0.366492,0,0]
f_measure
0.319043 [0.570093,0.021053,0,0.115385,0.523297,0.374269,0,0]
f_measure
0.320774 [0.575758,0.080808,0,0.041667,0.498024,0.41989,0,0]
f_measure
0.317752 [0.559375,0.041237,0.070175,0.110092,0.5,0.329545,0.114286,0]
f_measure
0.319646 [0.617124,0,0,0.021978,0.561728,0.339181,0,0]
kappa
0.318742
kappa
0.300385
kappa
0.297504
kappa
0.21445
kappa
0.254923
kappa
0.255581
kappa
0.243037
kappa
0.244818
kappa
0.228661
kappa
0.276869
kb_relative_information_score
159.583226
kb_relative_information_score
148.918457
kb_relative_information_score
154.547955
kb_relative_information_score
105.971394
kb_relative_information_score
119.383083
kb_relative_information_score
118.153112
kb_relative_information_score
107.563748
kb_relative_information_score
101.864461
kb_relative_information_score
115.420651
kb_relative_information_score
111.516006
mean_absolute_error
0.185792
mean_absolute_error
0.187366
mean_absolute_error
0.185909
mean_absolute_error
0.194595
mean_absolute_error
0.191584
mean_absolute_error
0.192271
mean_absolute_error
0.194166
mean_absolute_error
0.195077
mean_absolute_error
0.193085
mean_absolute_error
0.193429
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
0.2812 [0.472772,0,0,0,0.486911,0.457944,0,0]
precision
0.333658 [0.470297,0,0,0.5,0.465969,0.411765,0,0]
precision
0.2897 [0.481203,0,0,0,0.441624,0.401961,0.5,0]
precision
0.364559 [0.392694,0.1,1,0.227273,0.398551,0.488889,0,0]
precision
0.314743 [0.418919,0.222222,0,0.153846,0.456954,0.506024,0,0]
precision
0.337105 [0.427273,0.4,0,0.25,0.477419,0.384615,0,0]
precision
0.324098 [0.408482,0.125,0,0.4,0.464968,0.450704,0,0]
precision
0.340616 [0.407725,0.333333,0,0.285714,0.480916,0.469136,0,0]
precision
0.369115 [0.400447,0.2,0.5,0.3,0.468085,0.381579,0.5,0]
precision
0.324628 [0.448357,0,0,0.5,0.452736,0.408451,0,0]
predictive_accuracy
0.474359
predictive_accuracy
0.460114
predictive_accuracy
0.457265
predictive_accuracy
0.396011
predictive_accuracy
0.428775
predictive_accuracy
0.428775
predictive_accuracy
0.420228
predictive_accuracy
0.423077
predictive_accuracy
0.407407
predictive_accuracy
0.445078
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
0.474359 [0.984536,0,0,0,0.756098,0.49,0,0]
recall
0.460114 [0.979381,0,0,0.022472,0.723577,0.42,0,0]
recall
0.457265 [0.989691,0,0,0,0.707317,0.41,0.032258,0]
recall
0.396011 [0.886598,0.011628,0.018868,0.05618,0.447154,0.44,0,0]
recall
0.428775 [0.958763,0.022989,0,0.022727,0.560976,0.42,0,0]
recall
0.428775 [0.969072,0.022989,0,0.022472,0.606557,0.35,0,0]
recall
0.420228 [0.943299,0.011494,0,0.067416,0.598361,0.32,0,0]
recall
0.423077 [0.979381,0.045977,0,0.022472,0.516393,0.38,0,0]
recall
0.407407 [0.927461,0.022989,0.037736,0.067416,0.536585,0.29,0.064516,0]
recall
0.445078 [0.989637,0,0,0.011236,0.739837,0.29,0,0]
relative_absolute_error
0.892657
relative_absolute_error
0.900277
relative_absolute_error
0.893275
relative_absolute_error
0.934875
relative_absolute_error
0.920404
relative_absolute_error
0.923629
relative_absolute_error
0.93273
relative_absolute_error
0.937107
relative_absolute_error
0.927378
relative_absolute_error
0.929175
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
0.295966
root_mean_squared_error
0.298144
root_mean_squared_error
0.296717
root_mean_squared_error
0.30837
root_mean_squared_error
0.304061
root_mean_squared_error
0.303499
root_mean_squared_error
0.305991
root_mean_squared_error
0.306815
root_mean_squared_error
0.305541
root_mean_squared_error
0.303502
root_relative_squared_error
0.917533
root_relative_squared_error
0.924346
root_relative_squared_error
0.919921
root_relative_squared_error
0.955908
root_relative_squared_error
0.942546
root_relative_squared_error
0.940724
root_relative_squared_error
0.948449
root_relative_squared_error
0.951004
root_relative_squared_error
0.94689
root_relative_squared_error
0.940719
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
usercpu_time_millis
8010
usercpu_time_millis
8100
usercpu_time_millis
8100
usercpu_time_millis
8980
usercpu_time_millis
8400
usercpu_time_millis
9020
usercpu_time_millis
9030
usercpu_time_millis
8760
usercpu_time_millis
9090
usercpu_time_millis
7470
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
8010
usercpu_time_millis_training
8090
usercpu_time_millis_training
8090
usercpu_time_millis_training
8970
usercpu_time_millis_training
8390
usercpu_time_millis_training
9010
usercpu_time_millis_training
9020
usercpu_time_millis_training
8750
usercpu_time_millis_training
9090
usercpu_time_millis_training
7470