2299094
1856
Miguel Cachada
26
Supervised Classification
predictive_accuracy
5920
weka.MultilayerPerceptron(8)
386209
weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 100 -V 0 -S 0 -E 20 -H o
L
0.3
5920
M
0.2
5920
N
100
5920
V
0
5920
S
0
5920
E
20
5920
H
o
5920
study_70
weka
weka_3.8.1
26
nursery
https://www.openml.org/data/download/26/dataset_26_nursery.arff
-1
5554105
description
https://api.openml.org/data/download/5554105/weka_generated_run4321379095655746284.xml
-1
5554107
model_readable
https://api.openml.org/data/download/5554107/WekaModel_weka.classifiers.functions.MultilayerPerceptron1720046636658658274.model
-1
5554106
model_serialized
https://api.openml.org/data/download/5554106/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron8218761029586130536.model
-1
5554108
predictions
https://api.openml.org/data/download/5554108/weka_generated_predictions1586426632465015659.arff
area_under_roc_curve
0.996197 [0.999944,0.862942,0.992445,0.99184,0.99716]
average_cost
0
f_measure
0.976808 [0.996999,0,0.840391,0.965222,0.979007]
kappa
0.966386
kb_relative_information_score
12389.621393
mean_absolute_error
0.01451
mean_prior_absolute_error
0.27303
number_of_instances
12960 [4320,2,328,4266,4044]
precision
0.977114 [0.994245,0,0.902098,0.981114,0.961163]
predictive_accuracy
0.977083
prior_entropy
1.717571
recall
0.977083 [0.999769,0,0.786585,0.949836,0.997527]
relative_absolute_error
0.053144
root_mean_prior_squared_error
0.369467
root_mean_squared_error
0.083878
root_relative_squared_error
0.227025
total_cost
0
area_under_roc_curve
0.998374 [1,0.0,0.990211,0.99689,0.998871]
area_under_roc_curve
0.998549 [1,0.0,1,0.997531,0.997955]
area_under_roc_curve
0.994773 [1,0.0,0.997793,0.990662,0.993282]
area_under_roc_curve
0.998235 [1,0.0,0.987524,0.997298,0.998212]
area_under_roc_curve
0.996073 [1,0.0,0.99904,0.989666,0.998404]
area_under_roc_curve
0.990478 [0.999984,0.0,0.994518,0.974425,0.99695]
area_under_roc_curve
0.995736 [1,0.0,0.966578,0.993584,0.995828]
area_under_roc_curve
0.995818 [1,0.0,0.998105,0.99175,0.995448]
area_under_roc_curve
0.997222 [0.999997,0.830888,0.997441,0.995166,0.996816]
area_under_roc_curve
0.997745 [1,0.903861,0.994141,0.995002,0.998742]
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
0.984628 [1,0,0.852941,0.976303,0.987745]
f_measure
0.97808 [1,0,0.68,0.969767,0.987775]
f_measure
0.972129 [1,0,0.923077,0.956311,0.963051]
f_measure
0.979636 [1,0,0.68,0.972222,0.990172]
f_measure
0.982219 [0.997691,0,0.833333,0.971698,0.988957]
f_measure
0.964457 [0.977376,0,0.842105,0.945586,0.980583]
f_measure
0.983707 [0.997691,0,0.90625,0.977408,0.98173]
f_measure
0.964485 [0.998841,0,0.885714,0.944785,0.954976]
f_measure
0.977242 [0.998844,0,0.925373,0.966265,0.972256]
f_measure
0.979437 [1,0,0.793651,0.970344,0.984166]
kappa
0.977408
kappa
0.970449
kappa
0.959312
kappa
0.97272
kappa
0.972845
kappa
0.94898
kappa
0.976248
kappa
0.948101
kappa
0.96725
kappa
0.970594
kb_relative_information_score
1241.723558
kb_relative_information_score
1256.892665
kb_relative_information_score
1227.466727
kb_relative_information_score
1255.559218
kb_relative_information_score
1253.652611
kb_relative_information_score
1213.323553
kb_relative_information_score
1244.580542
kb_relative_information_score
1223.349012
kb_relative_information_score
1235.874395
kb_relative_information_score
1237.199113
mean_absolute_error
0.013821
mean_absolute_error
0.010997
mean_absolute_error
0.017332
mean_absolute_error
0.01086
mean_absolute_error
0.011714
mean_absolute_error
0.020379
mean_absolute_error
0.012182
mean_absolute_error
0.018413
mean_absolute_error
0.015666
mean_absolute_error
0.013737
mean_prior_absolute_error
0.273027
mean_prior_absolute_error
0.273027
mean_prior_absolute_error
0.273027
mean_prior_absolute_error
0.273027
mean_prior_absolute_error
0.273027
mean_prior_absolute_error
0.273027
mean_prior_absolute_error
0.273032
mean_prior_absolute_error
0.273032
mean_prior_absolute_error
0.27304
mean_prior_absolute_error
0.27304
number_of_instances
1296 [432,0,33,427,404]
number_of_instances
1296 [432,0,33,427,404]
number_of_instances
1296 [432,0,33,427,404]
number_of_instances
1296 [432,0,33,427,404]
number_of_instances
1296 [432,0,33,427,404]
number_of_instances
1296 [432,0,33,427,404]
number_of_instances
1296 [432,0,33,426,405]
number_of_instances
1296 [432,0,33,426,405]
number_of_instances
1296 [432,1,32,426,405]
number_of_instances
1296 [432,1,32,426,405]
precision
0.984875 [1,0,0.828571,0.98801,0.978155]
precision
0.980296 [1,0,1,0.963048,0.975845]
precision
0.973704 [1,0,0.9375,0.992443,0.928736]
precision
0.981861 [1,0,1,0.961098,0.982927]
precision
0.983467 [0.995392,0,0.925926,0.978622,0.980535]
precision
0.965962 [0.955752,0,1,0.9775,0.961905]
precision
0.983887 [0.995392,0,0.935484,0.990361,0.96875]
precision
0.966864 [1,0,0.837838,0.989717,0.917995]
precision
0.977718 [0.997691,0,0.885714,0.992574,0.950472]
precision
0.979129 [1,0,0.806452,0.980815,0.971154]
predictive_accuracy
0.984568
predictive_accuracy
0.979938
predictive_accuracy
0.972222
predictive_accuracy
0.981481
predictive_accuracy
0.981481
predictive_accuracy
0.965278
predictive_accuracy
0.983796
predictive_accuracy
0.964506
predictive_accuracy
0.977623
predictive_accuracy
0.979938
prior_entropy
1.717571
prior_entropy
1.717571
prior_entropy
1.717571
prior_entropy
1.717571
prior_entropy
1.717571
prior_entropy
1.717571
prior_entropy
1.717571
prior_entropy
1.717571
prior_entropy
1.717571
prior_entropy
1.717571
recall
0.984568 [1,0,0.878788,0.964871,0.997525]
recall
0.979938 [1,0,0.515152,0.976581,1]
recall
0.972222 [1,0,0.909091,0.922717,1]
recall
0.981481 [1,0,0.515152,0.983607,0.997525]
recall
0.981481 [1,0,0.757576,0.964871,0.997525]
recall
0.965278 [1,0,0.727273,0.915691,1]
recall
0.983796 [1,0,0.878788,0.964789,0.995062]
recall
0.964506 [0.997685,0,0.939394,0.903756,0.995062]
recall
0.977623 [1,0,0.96875,0.941315,0.995062]
recall
0.979938 [1,0,0.78125,0.960094,0.997531]
relative_absolute_error
0.05062
relative_absolute_error
0.040277
relative_absolute_error
0.06348
relative_absolute_error
0.039776
relative_absolute_error
0.042904
relative_absolute_error
0.074642
relative_absolute_error
0.044617
relative_absolute_error
0.067438
relative_absolute_error
0.057378
relative_absolute_error
0.050312
root_mean_prior_squared_error
0.369462
root_mean_prior_squared_error
0.369462
root_mean_prior_squared_error
0.369462
root_mean_prior_squared_error
0.369462
root_mean_prior_squared_error
0.369462
root_mean_prior_squared_error
0.369462
root_mean_prior_squared_error
0.36947
root_mean_prior_squared_error
0.36947
root_mean_prior_squared_error
0.36948
root_mean_prior_squared_error
0.36948
root_mean_squared_error
0.075476
root_mean_squared_error
0.065314
root_mean_squared_error
0.092564
root_mean_squared_error
0.065154
root_mean_squared_error
0.072823
root_mean_squared_error
0.109742
root_mean_squared_error
0.078423
root_mean_squared_error
0.099741
root_mean_squared_error
0.085304
root_mean_squared_error
0.082815
root_relative_squared_error
0.204287
root_relative_squared_error
0.176781
root_relative_squared_error
0.250538
root_relative_squared_error
0.176349
root_relative_squared_error
0.197104
root_relative_squared_error
0.297031
root_relative_squared_error
0.212259
root_relative_squared_error
0.269957
root_relative_squared_error
0.230877
root_relative_squared_error
0.22414
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