2298287
1856
Miguel Cachada
16
Supervised Classification
5920
weka.MultilayerPerceptron(8)
386123
weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 100 -V 0 -S 0 -E 20 -H a
L
0.3
5920
M
0.2
5920
N
100
5920
V
0
5920
S
0
5920
E
20
5920
H
a
5920
study_70
weka
weka_3.8.1
16
mfeat-karhunen
https://www.openml.org/data/download/16/dataset_16_mfeat-karhunen.arff
-1
5552389
description
https://api.openml.org/data/download/5552389/weka_generated_run6952370849118422675.xml
-1
5552391
model_readable
https://api.openml.org/data/download/5552391/WekaModel_weka.classifiers.functions.MultilayerPerceptron2443270897831245960.model
-1
5552390
model_serialized
https://api.openml.org/data/download/5552390/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron1887720351005229567.model
-1
5552392
predictions
https://api.openml.org/data/download/5552392/weka_generated_predictions6520058172103656616.arff
area_under_roc_curve
0.99426 [0.999011,0.994463,0.99885,0.990892,0.997008,0.984986,0.995318,0.997678,0.987429,0.996962]
average_cost
0
f_measure
0.961452 [0.977556,0.955224,0.97284,0.947103,0.974874,0.932331,0.972431,0.975,0.946565,0.960591]
kappa
0.957222
kb_relative_information_score
1907.029512
mean_absolute_error
0.012514
mean_prior_absolute_error
0.18
number_of_instances
2000 [200,200,200,200,200,200,200,200,200,200]
precision
0.961559 [0.975124,0.950495,0.960976,0.954315,0.979798,0.934673,0.974874,0.975,0.963731,0.946602]
predictive_accuracy
0.9615
prior_entropy
3.321928
recall
0.9615 [0.98,0.96,0.985,0.94,0.97,0.93,0.97,0.975,0.93,0.975]
relative_absolute_error
0.069524
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.080273
root_relative_squared_error
0.267577
total_cost
0
area_under_roc_curve
0.990972 [0.998889,0.993889,1,0.999722,1,0.953611,0.999167,1,0.964444,1]
area_under_roc_curve
0.994736 [1,0.956806,1,0.999722,0.993611,0.999444,0.998056,0.999722,1,1]
area_under_roc_curve
0.996889 [1,0.999444,0.999167,0.995556,1,0.995,1,0.986667,0.995833,0.997222]
area_under_roc_curve
0.987 [1,1,1,0.9525,0.9825,0.954167,1,1,1,0.980833]
area_under_roc_curve
0.993736 [1,0.999722,0.998889,0.988056,1,0.998889,0.999444,0.999722,0.954306,0.998333]
area_under_roc_curve
0.998778 [0.999444,0.998611,1,0.997778,0.998889,0.998056,1,1,0.999167,0.995833]
area_under_roc_curve
0.995375 [0.995556,0.998333,0.993056,0.998333,1,0.9975,1,0.995,0.975972,1]
area_under_roc_curve
0.994681 [1,1,0.999722,1,0.997222,0.96875,0.999167,1,0.984167,0.997778]
area_under_roc_curve
0.997028 [1,0.999722,1,0.978333,1,0.992222,1,1,1,1]
area_under_roc_curve
0.993528 [0.998889,0.996944,1,0.995,1,0.993333,0.958611,0.995556,0.9975,0.999444]
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
0.934502 [0.923077,0.857143,0.97561,0.95,1,0.904762,0.974359,0.974359,0.833333,0.952381]
f_measure
0.969956 [1,0.926829,1,0.947368,0.947368,0.95,0.952381,0.97561,1,1]
f_measure
0.970306 [1,0.974359,0.930233,0.974359,1,0.95,1,0.947368,0.974359,0.952381]
f_measure
0.980116 [1,1,0.97561,0.926829,0.974359,0.974359,1,1,1,0.95]
f_measure
0.939984 [0.97561,0.95,0.974359,0.85,0.97561,0.926829,0.95,0.974359,0.9,0.923077]
f_measure
0.959956 [0.97561,0.95,1,0.947368,0.947368,0.9,1,1,0.952381,0.926829]
f_measure
0.964975 [0.974359,0.95,0.974359,0.952381,0.97561,0.923077,0.974359,0.97561,0.95,1]
f_measure
0.969957 [1,1,0.974359,1,0.952381,0.923077,0.95,1,0.947368,0.952381]
f_measure
0.9702 [1,0.974359,0.97561,0.95,1,0.923077,1,0.930233,0.974359,0.974359]
f_measure
0.954966 [0.926829,0.97561,0.952381,0.974359,0.974359,0.95,0.923077,0.974359,0.923077,0.97561]
kappa
0.927778
kappa
0.966667
kappa
0.966667
kappa
0.977778
kappa
0.933333
kappa
0.955556
kappa
0.961111
kappa
0.966667
kappa
0.966667
kappa
0.95
kb_relative_information_score
189.123384
kb_relative_information_score
192.989394
kb_relative_information_score
191.325534
kb_relative_information_score
193.001999
kb_relative_information_score
188.95758
kb_relative_information_score
189.067699
kb_relative_information_score
190.488175
kb_relative_information_score
190.327547
kb_relative_information_score
192.438039
kb_relative_information_score
189.310161
mean_absolute_error
0.014385
mean_absolute_error
0.010622
mean_absolute_error
0.011861
mean_absolute_error
0.009632
mean_absolute_error
0.014721
mean_absolute_error
0.013737
mean_absolute_error
0.013009
mean_absolute_error
0.013064
mean_absolute_error
0.010027
mean_absolute_error
0.014087
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
precision
0.937816 [0.947368,0.818182,0.952381,0.95,1,0.863636,1,1,0.9375,0.909091]
precision
0.971623 [1,0.904762,1,1,1,0.95,0.909091,0.952381,1,1]
precision
0.972866 [1,1,0.869565,1,1,0.95,1,1,1,0.909091]
precision
0.980714 [1,1,0.952381,0.904762,1,1,1,1,1,0.95]
precision
0.940689 [0.952381,0.95,1,0.85,0.952381,0.904762,0.95,1,0.9,0.947368]
precision
0.961623 [0.952381,0.95,1,1,1,0.9,1,1,0.909091,0.904762]
precision
0.966122 [1,0.95,1,0.909091,0.952381,0.947368,1,0.952381,0.95,1]
precision
0.971555 [1,1,1,1,0.909091,0.947368,0.95,1,1,0.909091]
precision
0.971931 [1,1,0.952381,0.95,1,0.947368,1,0.869565,1,1]
precision
0.956335 [0.904762,0.952381,0.909091,1,1,0.95,0.947368,1,0.947368,0.952381]
predictive_accuracy
0.935
predictive_accuracy
0.97
predictive_accuracy
0.97
predictive_accuracy
0.98
predictive_accuracy
0.94
predictive_accuracy
0.96
predictive_accuracy
0.965
predictive_accuracy
0.97
predictive_accuracy
0.97
predictive_accuracy
0.955
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
recall
0.935 [0.9,0.9,1,0.95,1,0.95,0.95,0.95,0.75,1]
recall
0.97 [1,0.95,1,0.9,0.9,0.95,1,1,1,1]
recall
0.97 [1,0.95,1,0.95,1,0.95,1,0.9,0.95,1]
recall
0.98 [1,1,1,0.95,0.95,0.95,1,1,1,0.95]
recall
0.94 [1,0.95,0.95,0.85,1,0.95,0.95,0.95,0.9,0.9]
recall
0.96 [1,0.95,1,0.9,0.9,0.9,1,1,1,0.95]
recall
0.965 [0.95,0.95,0.95,1,1,0.9,0.95,1,0.95,1]
recall
0.97 [1,1,0.95,1,1,0.9,0.95,1,0.9,1]
recall
0.97 [1,0.95,1,0.95,1,0.9,1,1,0.95,0.95]
recall
0.955 [0.95,1,1,0.95,0.95,0.95,0.9,0.95,0.9,1]
relative_absolute_error
0.079917
relative_absolute_error
0.059013
relative_absolute_error
0.065897
relative_absolute_error
0.05351
relative_absolute_error
0.081782
relative_absolute_error
0.076315
relative_absolute_error
0.07227
relative_absolute_error
0.072576
relative_absolute_error
0.055705
relative_absolute_error
0.07826
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.091621
root_mean_squared_error
0.070919
root_mean_squared_error
0.077228
root_mean_squared_error
0.065683
root_mean_squared_error
0.087158
root_mean_squared_error
0.085186
root_mean_squared_error
0.082924
root_mean_squared_error
0.079865
root_mean_squared_error
0.070386
root_mean_squared_error
0.087594
root_relative_squared_error
0.305404
root_relative_squared_error
0.236398
root_relative_squared_error
0.257428
root_relative_squared_error
0.218945
root_relative_squared_error
0.290526
root_relative_squared_error
0.283953
root_relative_squared_error
0.276413
root_relative_squared_error
0.266216
root_relative_squared_error
0.234621
root_relative_squared_error
0.291981
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