2298895
1856
Miguel Cachada
37
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
37
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
5553661
description
https://api.openml.org/data/download/5553661/weka_generated_run3313194213981924540.xml
-1
5553663
model_readable
https://api.openml.org/data/download/5553663/WekaModel_weka.classifiers.functions.MultilayerPerceptron2452874269438889124.model
-1
5553662
model_serialized
https://api.openml.org/data/download/5553662/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron6674834577477411366.model
-1
5553664
predictions
https://api.openml.org/data/download/5553664/weka_generated_predictions1155693943623120972.arff
area_under_roc_curve
0.83006 [0.83006,0.83006]
average_cost
0
f_measure
0.759204 [0.826129,0.634343]
kappa
0.462226
kb_relative_information_score
237.018349
mean_absolute_error
0.322459
mean_prior_absolute_error
0.454491
number_of_instances
768 [500,268]
precision
0.758814 [0.794824,0.69163]
predictive_accuracy
0.764323
prior_entropy
0.933487
recall
0.764323 [0.86,0.585821]
relative_absolute_error
0.709493
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.396559
root_relative_squared_error
0.831986
total_cost
0
area_under_roc_curve
0.919259 [0.919259,0.919259]
area_under_roc_curve
0.735556 [0.735556,0.735556]
area_under_roc_curve
0.873333 [0.873333,0.873333]
area_under_roc_curve
0.825185 [0.825185,0.825185]
area_under_roc_curve
0.814074 [0.814074,0.814074]
area_under_roc_curve
0.892593 [0.892593,0.892593]
area_under_roc_curve
0.808889 [0.808889,0.808889]
area_under_roc_curve
0.852593 [0.852593,0.852593]
area_under_roc_curve
0.836154 [0.836154,0.836154]
area_under_roc_curve
0.768462 [0.768462,0.768462]
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
0.844156 [0.88,0.777778]
f_measure
0.677653 [0.773585,0.5]
f_measure
0.775943 [0.834951,0.666667]
f_measure
0.705903 [0.810811,0.511628]
f_measure
0.778231 [0.831683,0.679245]
f_measure
0.818182 [0.86,0.740741]
f_measure
0.76403 [0.823529,0.653846]
f_measure
0.781835 [0.851852,0.652174]
f_measure
0.754415 [0.830189,0.608696]
f_measure
0.677126 [0.769231,0.5]
kappa
0.657778
kappa
0.278689
kappa
0.502471
kappa
0.339191
kappa
0.51102
kappa
0.600741
kappa
0.477769
kappa
0.510334
kappa
0.442997
kappa
0.271565
kb_relative_information_score
32.683671
kb_relative_information_score
15.956408
kb_relative_information_score
25.389815
kb_relative_information_score
21.443383
kb_relative_information_score
22.476018
kb_relative_information_score
26.655486
kb_relative_information_score
24.518556
kb_relative_information_score
25.318986
kb_relative_information_score
24.022253
kb_relative_information_score
18.553775
mean_absolute_error
0.280546
mean_absolute_error
0.358743
mean_absolute_error
0.318125
mean_absolute_error
0.330979
mean_absolute_error
0.333758
mean_absolute_error
0.311124
mean_absolute_error
0.318076
mean_absolute_error
0.316833
mean_absolute_error
0.314944
mean_absolute_error
0.341609
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.452427
mean_prior_absolute_error
0.452427
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
76 [50,26]
number_of_instances
76 [50,26]
precision
0.844156 [0.88,0.777778]
precision
0.675788 [0.732143,0.571429]
precision
0.775208 [0.811321,0.708333]
precision
0.720101 [0.737705,0.6875]
precision
0.777517 [0.823529,0.692308]
precision
0.818182 [0.86,0.740741]
precision
0.762917 [0.807692,0.68]
precision
0.791831 [0.793103,0.789474]
precision
0.756391 [0.785714,0.7]
precision
0.673932 [0.740741,0.545455]
predictive_accuracy
0.844156
predictive_accuracy
0.688312
predictive_accuracy
0.779221
predictive_accuracy
0.727273
predictive_accuracy
0.779221
predictive_accuracy
0.818182
predictive_accuracy
0.766234
predictive_accuracy
0.792208
predictive_accuracy
0.763158
predictive_accuracy
0.684211
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
recall
0.844156 [0.88,0.777778]
recall
0.688312 [0.82,0.444444]
recall
0.779221 [0.86,0.62963]
recall
0.727273 [0.9,0.407407]
recall
0.779221 [0.84,0.666667]
recall
0.818182 [0.86,0.740741]
recall
0.766234 [0.84,0.62963]
recall
0.792208 [0.92,0.555556]
recall
0.763158 [0.88,0.538462]
recall
0.684211 [0.8,0.461538]
relative_absolute_error
0.616583
relative_absolute_error
0.788444
relative_absolute_error
0.699174
relative_absolute_error
0.727424
relative_absolute_error
0.733533
relative_absolute_error
0.683788
relative_absolute_error
0.699067
relative_absolute_error
0.696336
relative_absolute_error
0.696123
relative_absolute_error
0.75506
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.47447
root_mean_prior_squared_error
0.47447
root_mean_squared_error
0.342592
root_mean_squared_error
0.448528
root_mean_squared_error
0.380537
root_mean_squared_error
0.406581
root_mean_squared_error
0.398197
root_mean_squared_error
0.366183
root_mean_squared_error
0.406861
root_mean_squared_error
0.384604
root_mean_squared_error
0.393376
root_mean_squared_error
0.428228
root_relative_squared_error
0.717958
root_relative_squared_error
0.939965
root_relative_squared_error
0.797479
root_relative_squared_error
0.852059
root_relative_squared_error
0.834489
root_relative_squared_error
0.767397
root_relative_squared_error
0.852645
root_relative_squared_error
0.806001
root_relative_squared_error
0.829085
root_relative_squared_error
0.90254
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