254917
2
Joaquin Vanschoren
3517
Supervised Classification
predictive_accuracy
1185
weka.Bagging_REPTree(8)
2033
weka.classifiers.meta.Bagging -- -P 100 -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
100
1185
S
1
1185
num-slots
1
1185
I
20
1185
W
weka.classifiers.trees.REPTree
1185
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
851383
description
https://www.openml.org/data/download/851383/weka_generated_run1979962476701581915.xml
-1
851386
model_readable
https://www.openml.org/data/download/851386/WekaModel_weka.classifiers.meta.Bagging6306564982669851889.model
-1
851385
model_serialized
https://www.openml.org/data/download/851385/WekaSerialized_weka.classifiers.meta.Bagging6075121002715234415.model
-1
851384
predictions
https://www.openml.org/data/download/851384/weka_generated_predictions8765778640150263546.arff
area_under_roc_curve
0.592339 [0.619924,0.569127,0.582137,0.559238,0.578866,0.604996,0.626794,0.571882]
average_cost
0
f_measure
0.252491 [0.432399,0.165138,0.103576,0.171429,0.247611,0.2457,0.060215,0.059946]
kappa
0.100051
kb_relative_information_score
1079.953175
mean_absolute_error
0.196612
mean_prior_absolute_error
0.208156
number_of_instances
7019 [1938,869,528,889,1227,1000,310,258]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.245487 [0.359986,0.191781,0.14841,0.196793,0.252542,0.241546,0.090323,0.100917]
predictive_accuracy
0.274256
prior_entropy
2.759053
recall
0.274256 [0.54128,0.144994,0.079545,0.151856,0.242869,0.25,0.045161,0.042636]
relative_absolute_error
0.944541
root_mean_prior_squared_error
0.322602
root_mean_squared_error
0.335412
root_relative_squared_error
1.039708
scimark_benchmark
1176.038768 [615.6867892889344, 772.9462432457091, 418.44966110094896, 1038.1940201941002, 3034.917125904531]
total_cost
0
usercpu_time_millis
19400
usercpu_time_millis_testing
80
usercpu_time_millis_training
19320
area_under_roc_curve
0.60175 [0.644538,0.583581,0.640799,0.550873,0.576737,0.607326,0.590308,0.549869]
area_under_roc_curve
0.593783 [0.610779,0.603934,0.559089,0.569643,0.559122,0.614917,0.623239,0.635539]
area_under_roc_curve
0.593317 [0.5977,0.542566,0.562273,0.553366,0.601914,0.639568,0.697563,0.587386]
area_under_roc_curve
0.592224 [0.624132,0.529627,0.623441,0.564107,0.569365,0.625963,0.694414,0.45033]
area_under_roc_curve
0.590207 [0.607786,0.564499,0.523927,0.574363,0.628853,0.596852,0.547257,0.576639]
area_under_roc_curve
0.598998 [0.634716,0.602159,0.487557,0.607301,0.547887,0.628862,0.619465,0.621216]
area_under_roc_curve
0.591635 [0.609972,0.554154,0.625941,0.513408,0.644764,0.545199,0.607687,0.68824]
area_under_roc_curve
0.584251 [0.625507,0.568386,0.625578,0.571494,0.524625,0.60392,0.600981,0.473117]
area_under_roc_curve
0.589774 [0.618784,0.578666,0.590938,0.561834,0.5768,0.577326,0.641195,0.552799]
area_under_roc_curve
0.591623 [0.633007,0.565296,0.587472,0.531174,0.562586,0.610998,0.644945,0.587009]
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
0.255023 [0.45666,0.147651,0.114943,0.171053,0.257028,0.233645,0.045455,0]
f_measure
0.244206 [0.413502,0.136986,0.049383,0.201258,0.229508,0.27907,0.043478,0.051282]
f_measure
0.256188 [0.420432,0.145985,0.166667,0.191083,0.227848,0.248756,0.170213,0.0625]
f_measure
0.265367 [0.426501,0.103896,0.157895,0.186667,0.268775,0.302439,0.204082,0]
f_measure
0.256173 [0.428571,0.169014,0.051282,0.140127,0.292683,0.243386,0.040816,0.205128]
f_measure
0.270556 [0.448485,0.206061,0.073171,0.26087,0.24,0.271357,0,0.057143]
f_measure
0.246391 [0.411135,0.164557,0.120482,0.148148,0.30303,0.182648,0.043478,0.105263]
f_measure
0.238675 [0.426501,0.207317,0.091954,0.148649,0.188525,0.256684,0,0]
f_measure
0.24943 [0.444444,0.178082,0.1,0.1625,0.269388,0.194872,0,0.055556]
f_measure
0.241262 [0.447761,0.181818,0.109589,0.106509,0.197425,0.246445,0.044444,0.054054]
kappa
0.106408
kappa
0.090872
kappa
0.100401
kappa
0.11407
kappa
0.10377
kappa
0.123911
kappa
0.090007
kappa
0.083788
kappa
0.098531
kappa
0.088912
kb_relative_information_score
107.298159
kb_relative_information_score
106.760041
kb_relative_information_score
112.793752
kb_relative_information_score
114.569166
kb_relative_information_score
100.846958
kb_relative_information_score
114.721749
kb_relative_information_score
106.354351
kb_relative_information_score
101.503201
kb_relative_information_score
109.986757
kb_relative_information_score
105.119042
mean_absolute_error
0.196706
mean_absolute_error
0.19728
mean_absolute_error
0.195237
mean_absolute_error
0.195037
mean_absolute_error
0.19731
mean_absolute_error
0.194743
mean_absolute_error
0.197238
mean_absolute_error
0.197926
mean_absolute_error
0.197363
mean_absolute_error
0.197284
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
0.244841 [0.387097,0.177419,0.142857,0.206349,0.253968,0.219298,0.076923,0]
precision
0.235294 [0.35,0.169492,0.071429,0.228571,0.231405,0.26087,0.066667,0.071429]
precision
0.256558 [0.339683,0.2,0.225806,0.220588,0.236842,0.247525,0.25,0.142857]
precision
0.261846 [0.356401,0.117647,0.26087,0.229508,0.261538,0.295238,0.277778,0]
precision
0.251286 [0.348387,0.218182,0.08,0.15942,0.292683,0.258427,0.055556,0.307692]
precision
0.262231 [0.368771,0.217949,0.103448,0.291667,0.262136,0.272727,0,0.111111]
precision
0.242156 [0.351648,0.183099,0.166667,0.164384,0.321101,0.168067,0.066667,0.166667]
precision
0.230434 [0.356401,0.220779,0.117647,0.186441,0.188525,0.275862,0,0]
precision
0.241433 [0.364238,0.220339,0.148148,0.183099,0.270492,0.2,0,0.1]
precision
0.233654 [0.380435,0.192308,0.190476,0.1125,0.209091,0.234234,0.071429,0.090909]
predictive_accuracy
0.277778
predictive_accuracy
0.264957
predictive_accuracy
0.279202
predictive_accuracy
0.286325
predictive_accuracy
0.280627
predictive_accuracy
0.294872
predictive_accuracy
0.262108
predictive_accuracy
0.259259
predictive_accuracy
0.274929
predictive_accuracy
0.262482
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
0.277778 [0.556701,0.126437,0.096154,0.146067,0.260163,0.25,0.032258,0]
recall
0.264957 [0.505155,0.114943,0.037736,0.179775,0.227642,0.3,0.032258,0.04]
recall
0.279202 [0.551546,0.114943,0.132075,0.168539,0.219512,0.25,0.129032,0.04]
recall
0.286325 [0.530928,0.093023,0.113208,0.157303,0.276423,0.31,0.16129,0]
recall
0.280627 [0.556701,0.137931,0.037736,0.125,0.292683,0.23,0.032258,0.153846]
recall
0.294872 [0.572165,0.195402,0.056604,0.235955,0.221311,0.27,0,0.038462]
recall
0.262108 [0.494845,0.149425,0.09434,0.134831,0.286885,0.2,0.032258,0.076923]
recall
0.259259 [0.530928,0.195402,0.075472,0.123596,0.188525,0.24,0,0]
recall
0.274929 [0.569948,0.149425,0.075472,0.146067,0.268293,0.19,0,0.038462]
recall
0.262482 [0.544041,0.172414,0.076923,0.101124,0.186992,0.26,0.032258,0.038462]
relative_absolute_error
0.945093
relative_absolute_error
0.947911
relative_absolute_error
0.938097
relative_absolute_error
0.936995
relative_absolute_error
0.947914
relative_absolute_error
0.935502
relative_absolute_error
0.947487
relative_absolute_error
0.950793
relative_absolute_error
0.947926
relative_absolute_error
0.947693
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
0.334524
root_mean_squared_error
0.33545
root_mean_squared_error
0.334597
root_mean_squared_error
0.334336
root_mean_squared_error
0.338
root_mean_squared_error
0.331641
root_mean_squared_error
0.336196
root_mean_squared_error
0.337618
root_mean_squared_error
0.335405
root_mean_squared_error
0.336311
root_relative_squared_error
1.037065
root_relative_squared_error
1.040006
root_relative_squared_error
1.037362
root_relative_squared_error
1.036397
root_relative_squared_error
1.04775
root_relative_squared_error
1.027953
root_relative_squared_error
1.042074
root_relative_squared_error
1.046481
root_relative_squared_error
1.039441
root_relative_squared_error
1.042414
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
17890
usercpu_time_millis
17710
usercpu_time_millis
17040
usercpu_time_millis
16990
usercpu_time_millis
17700
usercpu_time_millis
17350
usercpu_time_millis
17370
usercpu_time_millis
17330
usercpu_time_millis
16940
usercpu_time_millis
17170
usercpu_time_millis_testing
20
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
17870
usercpu_time_millis_training
17700
usercpu_time_millis_training
17040
usercpu_time_millis_training
16990
usercpu_time_millis_training
17700
usercpu_time_millis_training
17340
usercpu_time_millis_training
17370
usercpu_time_millis_training
17330
usercpu_time_millis_training
16940
usercpu_time_millis_training
17170