6058238
1856
Miguel Cachada
31
Supervised Classification
5920
weka.MultilayerPerceptron(8)
4092884
weka.classifiers.functions.MultilayerPerceptron -- -L 0.5670605960145142 -M 0.3027969840312049 -N 500 -V 0 -S 1 -E 20 -H o -B -C -D
L
0.5670605960145142
5920
M
0.3027969840312049
5920
N
500
5920
V
0
5920
S
1
5920
E
20
5920
B
true
5920
H
o
5920
C
true
5920
D
true
5920
weka
weka_3.8.1
31
credit-g
https://www.openml.org/data/download/31/dataset_31_credit-g.arff
-1
13039634
description
https://api.openml.org/data/download/13039634/weka_generated_run7223220078550332680.xml
-1
13039636
model_readable
https://api.openml.org/data/download/13039636/WekaModel_weka.classifiers.functions.MultilayerPerceptron4749561022008939089.model
-1
13039635
model_serialized
https://api.openml.org/data/download/13039635/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron8496601702981187044.model
-1
13039637
predictions
https://api.openml.org/data/download/13039637/weka_generated_predictions2777691064403696339.arff
area_under_roc_curve
0.769007 [0.769007,0.769007]
average_cost
0
f_measure
0.756922 [0.844235,0.553191]
kappa
0.402792
kb_relative_information_score
249.147464
mean_absolute_error
0.311964
mean_prior_absolute_error
0.42016
number_of_instances
1000 [700,300]
os_information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
precision
0.757338 [0.799489,0.658986]
predictive_accuracy
0.769
prior_entropy
0.881778
recall
0.769 [0.894286,0.476667]
relative_absolute_error
0.742489
root_mean_prior_squared_error
0.458258
root_mean_squared_error
0.412171
root_relative_squared_error
0.899429
scimark_benchmark
1792.29612780338 [1107.806083893293, 1101.1171474285713, 724.2778111855862, 1721.2344036224595, 4307.045192886991]
total_cost
0
usercpu_time_millis
640
usercpu_time_millis_testing
10
usercpu_time_millis_training
630
area_under_roc_curve
0.825714 [0.825714,0.825714]
area_under_roc_curve
0.700476 [0.700476,0.700476]
area_under_roc_curve
0.750476 [0.750476,0.750476]
area_under_roc_curve
0.761429 [0.761429,0.761429]
area_under_roc_curve
0.76381 [0.76381,0.76381]
area_under_roc_curve
0.8 [0.8,0.8]
area_under_roc_curve
0.745714 [0.745714,0.745714]
area_under_roc_curve
0.807143 [0.807143,0.807143]
area_under_roc_curve
0.783571 [0.783571,0.783571]
area_under_roc_curve
0.827143 [0.827143,0.827143]
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
0.795635 [0.861111,0.642857]
f_measure
0.691246 [0.828025,0.372093]
f_measure
0.763511 [0.841379,0.581818]
f_measure
0.771058 [0.834532,0.622951]
f_measure
0.706029 [0.810811,0.461538]
f_measure
0.784075 [0.855172,0.618182]
f_measure
0.735492 [0.832215,0.509804]
f_measure
0.798974 [0.872483,0.627451]
f_measure
0.699096 [0.835443,0.380952]
f_measure
0.798974 [0.872483,0.627451]
kappa
0.50495
kappa
0.232955
kappa
0.425
kappa
0.457547
kappa
0.278351
kappa
0.475
kappa
0.348958
kappa
0.505208
kappa
0.252874
kappa
0.505208
kb_relative_information_score
28.309925
kb_relative_information_score
18.168034
kb_relative_information_score
24.191975
kb_relative_information_score
20.965111
kb_relative_information_score
22.601603
kb_relative_information_score
29.850166
kb_relative_information_score
20.956446
kb_relative_information_score
32.130675
kb_relative_information_score
22.844004
kb_relative_information_score
29.129525
mean_absolute_error
0.300556
mean_absolute_error
0.334664
mean_absolute_error
0.316183
mean_absolute_error
0.325258
mean_absolute_error
0.317162
mean_absolute_error
0.292253
mean_absolute_error
0.318326
mean_absolute_error
0.288098
mean_absolute_error
0.322657
mean_absolute_error
0.304483
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
precision
0.794179 [0.837838,0.692308]
precision
0.707604 [0.747126,0.615385]
precision
0.761333 [0.813333,0.64]
precision
0.772277 [0.84058,0.612903]
precision
0.702098 [0.769231,0.545455]
precision
0.782667 [0.826667,0.68]
precision
0.735081 [0.78481,0.619048]
precision
0.804521 [0.822785,0.761905]
precision
0.725 [0.75,0.666667]
precision
0.804521 [0.822785,0.761905]
predictive_accuracy
0.8
predictive_accuracy
0.73
predictive_accuracy
0.77
predictive_accuracy
0.77
predictive_accuracy
0.72
predictive_accuracy
0.79
predictive_accuracy
0.75
predictive_accuracy
0.81
predictive_accuracy
0.74
predictive_accuracy
0.81
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
recall
0.8 [0.885714,0.6]
recall
0.73 [0.928571,0.266667]
recall
0.77 [0.871429,0.533333]
recall
0.77 [0.828571,0.633333]
recall
0.72 [0.857143,0.4]
recall
0.79 [0.885714,0.566667]
recall
0.75 [0.885714,0.433333]
recall
0.81 [0.928571,0.533333]
recall
0.74 [0.942857,0.266667]
recall
0.81 [0.928571,0.533333]
relative_absolute_error
0.715336
relative_absolute_error
0.796517
relative_absolute_error
0.752531
relative_absolute_error
0.774131
relative_absolute_error
0.754862
relative_absolute_error
0.695575
relative_absolute_error
0.757631
relative_absolute_error
0.685688
relative_absolute_error
0.767939
relative_absolute_error
0.724683
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_squared_error
0.387784
root_mean_squared_error
0.447633
root_mean_squared_error
0.417206
root_mean_squared_error
0.415848
root_mean_squared_error
0.431691
root_mean_squared_error
0.40095
root_mean_squared_error
0.431597
root_mean_squared_error
0.384546
root_mean_squared_error
0.413414
root_mean_squared_error
0.385903
root_relative_squared_error
0.846214
root_relative_squared_error
0.976814
root_relative_squared_error
0.910418
root_relative_squared_error
0.907455
root_relative_squared_error
0.942027
root_relative_squared_error
0.874945
root_relative_squared_error
0.941822
root_relative_squared_error
0.839149
root_relative_squared_error
0.902143
root_relative_squared_error
0.84211
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
usercpu_time_millis
550
usercpu_time_millis
480
usercpu_time_millis
550
usercpu_time_millis
480
usercpu_time_millis
480
usercpu_time_millis
580
usercpu_time_millis
530
usercpu_time_millis
510
usercpu_time_millis
510
usercpu_time_millis
670
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
540
usercpu_time_millis_training
470
usercpu_time_millis_training
540
usercpu_time_millis_training
470
usercpu_time_millis_training
480
usercpu_time_millis_training
580
usercpu_time_millis_training
530
usercpu_time_millis_training
500
usercpu_time_millis_training
510
usercpu_time_millis_training
670