102700
2
Joaquin Vanschoren
1793
Supervised Classification
predictive_accuracy
389
weka.IBk(2)
603
weka.classifiers.lazy.IBk -- -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\""
A
true
389
K
1
389
W
0
389
29
credit-approval
https://www.openml.org/data/download/29/dataset_29_credit-a.arff
-1
305892
description
https://api.openml.org/data/download/305892/weka_generated_run6910946456052686216.xml
-1
305895
model_readable
https://api.openml.org/data/download/305895/WekaModel_weka.classifiers.lazy.IBk4783197703988520956.model
-1
305894
model_serialized
https://api.openml.org/data/download/305894/WekaSerialized_weka.classifiers.lazy.IBk7617560329837346327.model
-1
305893
predictions
https://api.openml.org/data/download/305893/weka_generated_predictions3805828390742362938.arff
area_under_roc_curve
0.801212 [0.801212,0.801212]
average_cost
0
build_cpu_time
0.0006
build_memory
394112369.6
f_measure
0.805077 [0.77715,0.827462]
kappa
0.60473
kb_relative_information_score
2075.315381
mean_absolute_error
0.196254
mean_prior_absolute_error
0.493952
number_of_instances
3450 [1535,1915]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.805124 [0.792683,0.815096]
predictive_accuracy
0.805507
prior_entropy
0.991282
recall
0.805507 [0.762215,0.840209]
relative_absolute_error
0.397314
root_mean_prior_squared_error
0.496958
root_mean_squared_error
0.43975
root_relative_squared_error
0.884884
scimark_benchmark
933.179899 [566.6798574038928, 1014.4538012229739, 481.28276544297296, 853.0556586559678, 1750.4274146326452]
total_cost
0
area_under_roc_curve
0.802849 [0.802849,0.802849]
area_under_roc_curve
0.777471 [0.777471,0.777471]
area_under_roc_curve
0.80096 [0.80096,0.80096]
area_under_roc_curve
0.800296 [0.800296,0.800296]
area_under_roc_curve
0.823223 [0.823223,0.823223]
area_under_roc_curve
0.784167 [0.784167,0.784167]
area_under_roc_curve
0.816312 [0.816312,0.816312]
area_under_roc_curve
0.800809 [0.800809,0.800809]
area_under_roc_curve
0.792752 [0.792752,0.792752]
area_under_roc_curve
0.813167 [0.813167,0.813167]
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
build_cpu_time
0.001
build_cpu_time
0.001
build_cpu_time
0.001
build_cpu_time
0.001
build_cpu_time
0.001
build_cpu_time
0.001
build_cpu_time
0
build_cpu_time
0
build_cpu_time
0
build_memory
385362888
build_memory
392654424
build_memory
392654424
build_memory
399945056
build_memory
399945056
build_memory
385362888
build_memory
392654424
build_memory
392654424
build_memory
399945056
build_memory
399945056
f_measure
0.809799 [0.773519,0.83871]
f_measure
0.78201 [0.749164,0.808184]
f_measure
0.805262 [0.77592,0.828645]
f_measure
0.805078 [0.774411,0.829517]
f_measure
0.823524 [0.805112,0.838196]
f_measure
0.783181 [0.766355,0.796748]
f_measure
0.819894 [0.794702,0.840206]
f_measure
0.807063 [0.772414,0.835]
f_measure
0.794381 [0.771704,0.812665]
f_measure
0.818979 [0.787671,0.844221]
kappa
0.613435
kappa
0.557533
kappa
0.60473
kappa
0.604202
kappa
0.643456
kappa
0.563726
kappa
0.63502
kappa
0.608507
kappa
0.584401
kappa
0.632701
kb_relative_information_score
211.627437
kb_relative_information_score
191.358931
kb_relative_information_score
207.573736
kb_relative_information_score
207.573736
kb_relative_information_score
219.734839
kb_relative_information_score
191.679906
kb_relative_information_score
218.028963
kb_relative_information_score
209.921561
kb_relative_information_score
199.787308
kb_relative_information_score
218.028963
mean_absolute_error
0.190202
mean_absolute_error
0.21902
mean_absolute_error
0.195966
mean_absolute_error
0.195966
mean_absolute_error
0.178674
mean_absolute_error
0.21902
mean_absolute_error
0.181556
mean_absolute_error
0.193084
mean_absolute_error
0.207493
mean_absolute_error
0.181556
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
precision
0.813104 [0.828358,0.800948]
precision
0.782064 [0.767123,0.79397]
precision
0.8054 [0.794521,0.81407]
precision
0.805475 [0.798611,0.810945]
precision
0.824539 [0.7875,0.854054]
precision
0.785974 [0.736527,0.825843]
precision
0.820001 [0.810811,0.827411]
precision
0.809973 [0.823529,0.799043]
precision
0.79468 [0.764331,0.819149]
precision
0.821298 [0.833333,0.811594]
predictive_accuracy
0.811594
predictive_accuracy
0.782609
predictive_accuracy
0.805797
predictive_accuracy
0.805797
predictive_accuracy
0.823188
predictive_accuracy
0.782609
predictive_accuracy
0.82029
predictive_accuracy
0.808696
predictive_accuracy
0.794203
predictive_accuracy
0.82029
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
recall
0.811594 [0.72549,0.880208]
recall
0.782609 [0.732026,0.822917]
recall
0.805797 [0.75817,0.84375]
recall
0.805797 [0.751634,0.848958]
recall
0.823188 [0.823529,0.822917]
recall
0.782609 [0.798701,0.769634]
recall
0.82029 [0.779221,0.853403]
recall
0.808696 [0.727273,0.874346]
recall
0.794203 [0.779221,0.806283]
recall
0.82029 [0.746753,0.879581]
relative_absolute_error
0.385186
relative_absolute_error
0.443547
relative_absolute_error
0.396858
relative_absolute_error
0.396858
relative_absolute_error
0.361841
relative_absolute_error
0.443261
relative_absolute_error
0.36744
relative_absolute_error
0.39077
relative_absolute_error
0.419932
relative_absolute_error
0.36744
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_squared_error
0.432814
root_mean_squared_error
0.464916
root_mean_squared_error
0.439422
root_mean_squared_error
0.439422
root_mean_squared_error
0.419286
root_mean_squared_error
0.464916
root_mean_squared_error
0.422709
root_mean_squared_error
0.436131
root_mean_squared_error
0.452349
root_mean_squared_error
0.422709
root_relative_squared_error
0.871208
root_relative_squared_error
0.935825
root_relative_squared_error
0.884509
root_relative_squared_error
0.884509
root_relative_squared_error
0.843977
root_relative_squared_error
0.935222
root_relative_squared_error
0.850319
root_relative_squared_error
0.877318
root_relative_squared_error
0.909942
root_relative_squared_error
0.850319
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