2289724
1856
Miguel Cachada
11
Supervised Classification
5920
weka.MultilayerPerceptron(8)
372424
weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H o -D
L
0.3
5920
M
0.2
5920
N
500
5920
V
0
5920
S
0
5920
E
20
5920
H
o
5920
D
true
5920
weka
weka_3.8.1
11
balance-scale
https://www.openml.org/data/download/11/dataset_11_balance-scale.arff
-1
5534985
description
https://api.openml.org/data/download/5534985/weka_generated_run3970958038770327968.xml
-1
5534987
model_readable
https://api.openml.org/data/download/5534987/WekaModel_weka.classifiers.functions.MultilayerPerceptron6494450006201086318.model
-1
5534986
model_serialized
https://api.openml.org/data/download/5534986/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron6082807958160490107.model
-1
5534988
predictions
https://api.openml.org/data/download/5534988/weka_generated_predictions6610463158590219103.arff
area_under_roc_curve
0.977293 [0.980836,0.9437,0.979465]
average_cost
0
f_measure
0.819555 [0.892977,0,0.885572]
kappa
0.72997
kb_relative_information_score
401.265496
mean_absolute_error
0.133025
mean_prior_absolute_error
0.379764
number_of_instances
625 [288,49,288]
precision
0.787465 [0.86129,0,0.847619]
predictive_accuracy
0.8544
prior_entropy
1.321213
recall
0.8544 [0.927083,0,0.927083]
relative_absolute_error
0.350284
root_mean_prior_squared_error
0.435577
root_mean_squared_error
0.235018
root_relative_squared_error
0.539555
total_cost
0
area_under_roc_curve
0.991581 [0.995943,0.958621,0.992901]
area_under_roc_curve
0.98395 [0.996957,0.944828,0.977688]
area_under_roc_curve
0.980537 [0.973631,0.972414,0.988844]
area_under_roc_curve
0.974098 [0.977688,0.92069,0.979716]
area_under_roc_curve
0.975901 [0.98073,0.955172,0.974645]
area_under_roc_curve
0.986045 [0.988506,0.965517,0.986416]
area_under_roc_curve
0.963889 [0.977011,0.85614,0.969538]
area_under_roc_curve
0.984295 [0.988506,0.97193,0.982143]
area_under_roc_curve
0.992601 [0.993697,0.985965,0.992685]
area_under_roc_curve
0.973901 [0.97479,0.950877,0.977011]
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
0.852682 [0.949153,0,0.903226]
f_measure
0.807655 [0.865672,0,0.888889]
f_measure
0.824704 [0.925926,0,0.865672]
f_measure
0.778355 [0.872727,0,0.818182]
f_measure
0.821869 [0.888889,0,0.896552]
f_measure
0.842483 [0.888889,0,0.912281]
f_measure
0.790957 [0.888889,0,0.830769]
f_measure
0.818996 [0.888889,0,0.892857]
f_measure
0.85041 [0.9,0,0.949153]
f_measure
0.819501 [0.866667,0,0.915254]
kappa
0.794118
kappa
0.705882
kappa
0.735294
kappa
0.647059
kappa
0.735294
kappa
0.757576
kappa
0.672588
kappa
0.730955
kappa
0.791145
kappa
0.731473
kb_relative_information_score
42.773206
kb_relative_information_score
39.912939
kb_relative_information_score
40.818522
kb_relative_information_score
39.398554
kb_relative_information_score
40.367647
kb_relative_information_score
40.549528
kb_relative_information_score
36.988746
kb_relative_information_score
39.570386
kb_relative_information_score
41.551231
kb_relative_information_score
39.334736
mean_absolute_error
0.118636
mean_absolute_error
0.138751
mean_absolute_error
0.133351
mean_absolute_error
0.140905
mean_absolute_error
0.132777
mean_absolute_error
0.123733
mean_absolute_error
0.147789
mean_absolute_error
0.135623
mean_absolute_error
0.123178
mean_absolute_error
0.135521
mean_prior_absolute_error
0.380009
mean_prior_absolute_error
0.380009
mean_prior_absolute_error
0.380009
mean_prior_absolute_error
0.380009
mean_prior_absolute_error
0.380009
mean_prior_absolute_error
0.376241
mean_prior_absolute_error
0.380334
mean_prior_absolute_error
0.380334
mean_prior_absolute_error
0.380334
mean_prior_absolute_error
0.380334
number_of_instances
63 [29,5,29]
number_of_instances
63 [29,5,29]
number_of_instances
63 [29,5,29]
number_of_instances
63 [29,5,29]
number_of_instances
63 [29,5,29]
number_of_instances
62 [29,4,29]
number_of_instances
62 [29,5,28]
number_of_instances
62 [29,5,28]
number_of_instances
62 [28,5,29]
number_of_instances
62 [28,5,29]
precision
0.820202 [0.933333,0,0.848485]
precision
0.7932 [0.763158,0,0.96]
precision
0.811612 [1,0,0.763158]
precision
0.760816 [0.923077,0,0.72973]
precision
0.791783 [0.823529,0,0.896552]
precision
0.819531 [0.823529,0,0.928571]
precision
0.778588 [0.96,0,0.72973]
precision
0.788425 [0.823529,0,0.892857]
precision
0.817608 [0.84375,0,0.933333]
precision
0.787903 [0.8125,0,0.9]
predictive_accuracy
0.888889
predictive_accuracy
0.84127
predictive_accuracy
0.857143
predictive_accuracy
0.809524
predictive_accuracy
0.857143
predictive_accuracy
0.870968
predictive_accuracy
0.822581
predictive_accuracy
0.854839
predictive_accuracy
0.887097
predictive_accuracy
0.854839
prior_entropy
1.321213
prior_entropy
1.321213
prior_entropy
1.321213
prior_entropy
1.321213
prior_entropy
1.321213
prior_entropy
1.321213
prior_entropy
1.321213
prior_entropy
1.321213
prior_entropy
1.321213
prior_entropy
1.321213
recall
0.888889 [0.965517,0,0.965517]
recall
0.84127 [1,0,0.827586]
recall
0.857143 [0.862069,0,1]
recall
0.809524 [0.827586,0,0.931034]
recall
0.857143 [0.965517,0,0.896552]
recall
0.870968 [0.965517,0,0.896552]
recall
0.822581 [0.827586,0,0.964286]
recall
0.854839 [0.965517,0,0.892857]
recall
0.887097 [0.964286,0,0.965517]
recall
0.854839 [0.928571,0,0.931034]
relative_absolute_error
0.312192
relative_absolute_error
0.365127
relative_absolute_error
0.350916
relative_absolute_error
0.370795
relative_absolute_error
0.349406
relative_absolute_error
0.328865
relative_absolute_error
0.388577
relative_absolute_error
0.356589
relative_absolute_error
0.323869
relative_absolute_error
0.356321
root_mean_prior_squared_error
0.435858
root_mean_prior_squared_error
0.435858
root_mean_prior_squared_error
0.435858
root_mean_prior_squared_error
0.435858
root_mean_prior_squared_error
0.435858
root_mean_prior_squared_error
0.431515
root_mean_prior_squared_error
0.436231
root_mean_prior_squared_error
0.436231
root_mean_prior_squared_error
0.436231
root_mean_prior_squared_error
0.436231
root_mean_squared_error
0.209609
root_mean_squared_error
0.241234
root_mean_squared_error
0.232567
root_mean_squared_error
0.236528
root_mean_squared_error
0.24212
root_mean_squared_error
0.219004
root_mean_squared_error
0.262959
root_mean_squared_error
0.237722
root_mean_squared_error
0.212347
root_mean_squared_error
0.250845
root_relative_squared_error
0.480912
root_relative_squared_error
0.553469
root_relative_squared_error
0.533584
root_relative_squared_error
0.542672
root_relative_squared_error
0.555502
root_relative_squared_error
0.507523
root_relative_squared_error
0.602798
root_relative_squared_error
0.544946
root_relative_squared_error
0.486778
root_relative_squared_error
0.575027
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