2299246
1856
Miguel Cachada
29
Supervised Classification
5920
weka.MultilayerPerceptron(8)
385896
weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 100 -V 0 -S 0 -E 20 -H o -D
L
0.3
5920
M
0.2
5920
N
100
5920
V
0
5920
S
0
5920
E
20
5920
H
o
5920
D
true
5920
study_70
weka
weka_3.8.1
29
credit-approval
https://www.openml.org/data/download/29/dataset_29_credit-a.arff
-1
5554477
description
https://api.openml.org/data/download/5554477/weka_generated_run5756743135883220163.xml
-1
5554479
model_readable
https://api.openml.org/data/download/5554479/WekaModel_weka.classifiers.functions.MultilayerPerceptron7796215447653473711.model
-1
5554478
model_serialized
https://api.openml.org/data/download/5554478/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron3311030444488134394.model
-1
5554480
predictions
https://api.openml.org/data/download/5554480/weka_generated_predictions5566578389676484073.arff
area_under_roc_curve
0.902033 [0.902033,0.902033]
average_cost
0
f_measure
0.855072 [0.837134,0.869452]
kappa
0.706585
kb_relative_information_score
415.513407
mean_absolute_error
0.210792
mean_prior_absolute_error
0.493952
number_of_instances
690 [307,383]
precision
0.855072 [0.837134,0.869452]
predictive_accuracy
0.855072
prior_entropy
0.991282
recall
0.855072 [0.837134,0.869452]
relative_absolute_error
0.426747
root_mean_prior_squared_error
0.496958
root_mean_squared_error
0.334228
root_relative_squared_error
0.672548
total_cost
0
area_under_roc_curve
0.950427 [0.950427,0.950427]
area_under_roc_curve
0.923077 [0.923077,0.923077]
area_under_roc_curve
0.916667 [0.916667,0.916667]
area_under_roc_curve
0.873514 [0.873514,0.873514]
area_under_roc_curve
0.944822 [0.944822,0.944822]
area_under_roc_curve
0.933786 [0.933786,0.933786]
area_under_roc_curve
0.89219 [0.89219,0.89219]
area_under_roc_curve
0.809423 [0.809423,0.809423]
area_under_roc_curve
0.938879 [0.938879,0.938879]
area_under_roc_curve
0.948217 [0.948217,0.948217]
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
0.869787 [0.852459,0.883117]
f_measure
0.869787 [0.852459,0.883117]
f_measure
0.794804 [0.75,0.829268]
f_measure
0.826454 [0.8125,0.837838]
f_measure
0.92707 [0.915254,0.936709]
f_measure
0.869839 [0.865672,0.873239]
f_measure
0.809146 [0.77193,0.839506]
f_measure
0.811833 [0.793651,0.826667]
f_measure
0.913043 [0.903226,0.921053]
f_measure
0.855378 [0.84375,0.864865]
kappa
0.735632
kappa
0.735632
kappa
0.580729
kappa
0.650633
kappa
0.852248
kappa
0.740276
kappa
0.613529
kappa
0.620398
kappa
0.824278
kappa
0.708861
kb_relative_information_score
42.522126
kb_relative_information_score
42.753865
kb_relative_information_score
38.423915
kb_relative_information_score
36.055231
kb_relative_information_score
47.222268
kb_relative_information_score
43.05814
kb_relative_information_score
38.061868
kb_relative_information_score
35.815413
kb_relative_information_score
46.237483
kb_relative_information_score
45.363097
mean_absolute_error
0.204902
mean_absolute_error
0.202009
mean_absolute_error
0.227177
mean_absolute_error
0.251388
mean_absolute_error
0.175092
mean_absolute_error
0.200084
mean_absolute_error
0.232863
mean_absolute_error
0.249012
mean_absolute_error
0.182135
mean_absolute_error
0.183259
mean_prior_absolute_error
0.492837
mean_prior_absolute_error
0.492837
mean_prior_absolute_error
0.492837
mean_prior_absolute_error
0.494429
mean_prior_absolute_error
0.494429
mean_prior_absolute_error
0.494429
mean_prior_absolute_error
0.494429
mean_prior_absolute_error
0.494429
mean_prior_absolute_error
0.494429
mean_prior_absolute_error
0.494429
number_of_instances
69 [30,39]
number_of_instances
69 [30,39]
number_of_instances
69 [30,39]
number_of_instances
69 [31,38]
number_of_instances
69 [31,38]
number_of_instances
69 [31,38]
number_of_instances
69 [31,38]
number_of_instances
69 [31,38]
number_of_instances
69 [31,38]
number_of_instances
69 [31,38]
precision
0.870377 [0.83871,0.894737]
precision
0.870377 [0.83871,0.894737]
precision
0.798087 [0.807692,0.790698]
precision
0.82821 [0.787879,0.861111]
precision
0.930225 [0.964286,0.902439]
precision
0.879264 [0.805556,0.939394]
precision
0.815613 [0.846154,0.790698]
precision
0.812414 [0.78125,0.837838]
precision
0.913043 [0.903226,0.921053]
precision
0.857122 [0.818182,0.888889]
predictive_accuracy
0.869565
predictive_accuracy
0.869565
predictive_accuracy
0.797101
predictive_accuracy
0.826087
predictive_accuracy
0.927536
predictive_accuracy
0.869565
predictive_accuracy
0.811594
predictive_accuracy
0.811594
predictive_accuracy
0.913043
predictive_accuracy
0.855072
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
0.869565 [0.866667,0.871795]
recall
0.869565 [0.866667,0.871795]
recall
0.797101 [0.7,0.871795]
recall
0.826087 [0.83871,0.815789]
recall
0.927536 [0.870968,0.973684]
recall
0.869565 [0.935484,0.815789]
recall
0.811594 [0.709677,0.894737]
recall
0.811594 [0.806452,0.815789]
recall
0.913043 [0.903226,0.921053]
recall
0.855072 [0.870968,0.842105]
relative_absolute_error
0.41576
relative_absolute_error
0.40989
relative_absolute_error
0.460958
relative_absolute_error
0.508441
relative_absolute_error
0.354129
relative_absolute_error
0.404677
relative_absolute_error
0.470973
relative_absolute_error
0.503635
relative_absolute_error
0.368375
relative_absolute_error
0.370648
root_mean_prior_squared_error
0.495836
root_mean_prior_squared_error
0.495836
root_mean_prior_squared_error
0.495836
root_mean_prior_squared_error
0.497438
root_mean_prior_squared_error
0.497438
root_mean_prior_squared_error
0.497438
root_mean_prior_squared_error
0.497438
root_mean_prior_squared_error
0.497438
root_mean_prior_squared_error
0.497438
root_mean_prior_squared_error
0.497438
root_mean_squared_error
0.315839
root_mean_squared_error
0.31949
root_mean_squared_error
0.358559
root_mean_squared_error
0.380575
root_mean_squared_error
0.274171
root_mean_squared_error
0.315855
root_mean_squared_error
0.360523
root_mean_squared_error
0.410837
root_mean_squared_error
0.283723
root_mean_squared_error
0.296065
root_relative_squared_error
0.636983
root_relative_squared_error
0.644347
root_relative_squared_error
0.723141
root_relative_squared_error
0.765071
root_relative_squared_error
0.551166
root_relative_squared_error
0.634964
root_relative_squared_error
0.72476
root_relative_squared_error
0.825906
root_relative_squared_error
0.570369
root_relative_squared_error
0.59518
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