232072
2
Joaquin Vanschoren
3517
Supervised Classification
predictive_accuracy
1194
weka.RandomSubSpace_REPTree(4)
2054
weka.classifiers.meta.RandomSubSpace -- -P 0.5 -S 1 -num-slots 1 -I 40 -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
40
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
773079
description
https://api.openml.org/data/download/773079/weka_generated_run9112255085646429305.xml
-1
773082
model_readable
https://api.openml.org/data/download/773082/WekaModel_weka.classifiers.meta.RandomSubSpace6148014623533899212.model
-1
773081
model_serialized
https://api.openml.org/data/download/773081/WekaSerialized_weka.classifiers.meta.RandomSubSpace8003122285201845584.model
-1
773080
predictions
https://api.openml.org/data/download/773080/weka_generated_predictions1647385839020496050.arff
area_under_roc_curve
0.794613 [0.826788,0.734464,0.718134,0.630318,0.859095,0.862352,0.868605,0.820019]
average_cost
0
f_measure
0.323005 [0.58903,0.015301,0.007449,0.051493,0.53352,0.400221,0.025078,0]
kappa
0.25984
kb_relative_information_score
1161.312841
mean_absolute_error
0.19277
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
0.356069 [0.423503,0.152174,0.222222,0.304878,0.466707,0.447466,0.444444,0]
predictive_accuracy
0.432825
prior_entropy
2.759053
recall
0.432825 [0.966976,0.008055,0.003788,0.028121,0.622657,0.362,0.012903,0]
relative_absolute_error
0.926083
root_mean_prior_squared_error
0.322602
root_mean_squared_error
0.303908
root_relative_squared_error
0.942051
scimark_benchmark
1263.220455 [818.8923669128452, 685.6271382596582, 529.4584627211171, 1063.8961096609355, 3218.2281952842477]
total_cost
0
usercpu_time_millis
16590
usercpu_time_millis_testing
170
usercpu_time_millis_training
16420
area_under_roc_curve
0.823998 [0.849399,0.759125,0.736036,0.668054,0.890672,0.884502,0.939907,0.874943]
area_under_roc_curve
0.807491 [0.821876,0.798103,0.720513,0.626684,0.884845,0.877243,0.862507,0.828804]
area_under_roc_curve
0.816674 [0.864787,0.773012,0.781086,0.618014,0.862505,0.869784,0.887698,0.851935]
area_under_roc_curve
0.750962 [0.793307,0.671389,0.70855,0.587239,0.767106,0.843912,0.871785,0.767154]
area_under_roc_curve
0.781169 [0.818015,0.715017,0.686164,0.611897,0.850317,0.859751,0.842267,0.791961]
area_under_roc_curve
0.798211 [0.838441,0.725007,0.663386,0.645802,0.87011,0.872608,0.851546,0.852412]
area_under_roc_curve
0.769169 [0.804093,0.684572,0.702692,0.581264,0.868146,0.833522,0.830297,0.78556]
area_under_roc_curve
0.78213 [0.834209,0.700972,0.702547,0.648432,0.835981,0.82706,0.830777,0.801491]
area_under_roc_curve
0.778041 [0.798966,0.722942,0.698317,0.625392,0.84734,0.853821,0.843469,0.794834]
area_under_roc_curve
0.832312 [0.850608,0.77414,0.748163,0.714915,0.893423,0.879002,0.922244,0.885413]
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
0.340085 [0.636667,0,0,0,0.568807,0.452632,0,0]
f_measure
0.345772 [0.628478,0,0,0.061856,0.568627,0.453608,0,0]
f_measure
0.328326 [0.626623,0,0,0.021739,0.546032,0.360656,0.121212,0]
f_measure
0.30598 [0.549763,0.020619,0.037037,0.058252,0.450185,0.438503,0,0]
f_measure
0.33321 [0.574103,0.081633,0,0.07619,0.530909,0.434286,0,0]
f_measure
0.305351 [0.589147,0,0,0.042553,0.523297,0.324324,0,0]
f_measure
0.310923 [0.557377,0,0,0.116505,0.511628,0.373494,0,0]
f_measure
0.304972 [0.556851,0.042105,0,0.021277,0.495935,0.4,0,0]
f_measure
0.316724 [0.556575,0,0.035714,0.098039,0.530303,0.354286,0.117647,0]
f_measure
0.332142 [0.627063,0,0,0,0.582043,0.402174,0,0]
kappa
0.306821
kappa
0.30408
kappa
0.282597
kappa
0.219035
kappa
0.257895
kappa
0.242043
kappa
0.229038
kappa
0.224749
kappa
0.234805
kappa
0.296028
kb_relative_information_score
135.001814
kb_relative_information_score
125.023438
kb_relative_information_score
129.272561
kb_relative_information_score
106.502417
kb_relative_information_score
116.047055
kb_relative_information_score
109.453932
kb_relative_information_score
100.794251
kb_relative_information_score
91.986931
kb_relative_information_score
111.183402
kb_relative_information_score
136.047039
mean_absolute_error
0.18991
mean_absolute_error
0.191416
mean_absolute_error
0.190327
mean_absolute_error
0.194453
mean_absolute_error
0.192287
mean_absolute_error
0.193865
mean_absolute_error
0.195522
mean_absolute_error
0.196694
mean_absolute_error
0.193747
mean_absolute_error
0.189476
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
0.277945 [0.470443,0,0,0,0.455882,0.477778,0,0]
precision
0.324762 [0.460432,0,0,0.375,0.47541,0.468085,0,0]
precision
0.347927 [0.457346,0,0,0.333333,0.447917,0.39759,1,0]
precision
0.362685 [0.396355,0.090909,1,0.214286,0.412162,0.471264,0,0]
precision
0.344641 [0.411633,0.363636,0,0.235294,0.480263,0.506667,0,0]
precision
0.298219 [0.421286,0,0,0.4,0.464968,0.352941,0,0]
precision
0.313922 [0.392034,0,0,0.428571,0.485294,0.469697,0,0]
precision
0.318306 [0.388211,0.25,0,0.2,0.491935,0.485714,0,0]
precision
0.357773 [0.394794,0,0.333333,0.384615,0.496454,0.413333,0.666667,0]
precision
0.271964 [0.460048,0,0,0,0.47,0.440476,0,0]
predictive_accuracy
0.465812
predictive_accuracy
0.464387
predictive_accuracy
0.448718
predictive_accuracy
0.400285
predictive_accuracy
0.431624
predictive_accuracy
0.420228
predictive_accuracy
0.413105
predictive_accuracy
0.411681
predictive_accuracy
0.41453
predictive_accuracy
0.457917
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
0.465812 [0.984536,0,0,0,0.756098,0.43,0,0]
recall
0.464387 [0.989691,0,0,0.033708,0.707317,0.44,0,0]
recall
0.448718 [0.994845,0,0,0.011236,0.699187,0.33,0.064516,0]
recall
0.400285 [0.896907,0.011628,0.018868,0.033708,0.495935,0.41,0,0]
recall
0.431624 [0.948454,0.045977,0,0.045455,0.593496,0.38,0,0]
recall
0.420228 [0.979381,0,0,0.022472,0.598361,0.3,0,0]
recall
0.413105 [0.963918,0,0,0.067416,0.540984,0.31,0,0]
recall
0.411681 [0.984536,0.022989,0,0.011236,0.5,0.34,0,0]
recall
0.41453 [0.943005,0,0.018868,0.05618,0.569106,0.31,0.064516,0]
recall
0.457917 [0.984456,0,0,0,0.764228,0.37,0,0]
relative_absolute_error
0.912441
relative_absolute_error
0.919738
relative_absolute_error
0.914505
relative_absolute_error
0.934189
relative_absolute_error
0.92378
relative_absolute_error
0.931283
relative_absolute_error
0.939245
relative_absolute_error
0.944875
relative_absolute_error
0.930556
relative_absolute_error
0.910188
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
0.299674
root_mean_squared_error
0.301811
root_mean_squared_error
0.300613
root_mean_squared_error
0.307412
root_mean_squared_error
0.304536
root_mean_squared_error
0.30462
root_mean_squared_error
0.307333
root_mean_squared_error
0.308089
root_mean_squared_error
0.305514
root_mean_squared_error
0.299305
root_relative_squared_error
0.929029
root_relative_squared_error
0.935714
root_relative_squared_error
0.931999
root_relative_squared_error
0.952938
root_relative_squared_error
0.944018
root_relative_squared_error
0.944202
root_relative_squared_error
0.952611
root_relative_squared_error
0.954951
root_relative_squared_error
0.946808
root_relative_squared_error
0.927711
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
13320
usercpu_time_millis
13250
usercpu_time_millis
13270
usercpu_time_millis
13860
usercpu_time_millis
13820
usercpu_time_millis
14060
usercpu_time_millis
13690
usercpu_time_millis
13630
usercpu_time_millis
13990
usercpu_time_millis
12910
usercpu_time_millis_testing
20
usercpu_time_millis_testing
20
usercpu_time_millis_testing
20
usercpu_time_millis_testing
20
usercpu_time_millis_testing
20
usercpu_time_millis_testing
20
usercpu_time_millis_testing
20
usercpu_time_millis_testing
10
usercpu_time_millis_testing
20
usercpu_time_millis_testing
20
usercpu_time_millis_training
13300
usercpu_time_millis_training
13230
usercpu_time_millis_training
13250
usercpu_time_millis_training
13840
usercpu_time_millis_training
13800
usercpu_time_millis_training
14040
usercpu_time_millis_training
13670
usercpu_time_millis_training
13620
usercpu_time_millis_training
13970
usercpu_time_millis_training
12890