593323
1
Jan van Rijn
3798
Supervised Classification
predictive_accuracy
1820
weka.MultilayerPerceptron(4)
6400
weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 5000 -V 0 -S 0 -E 20 -H 1
L
0.3
1820
M
0.2
1820
N
5000
1820
V
0
1820
S
0
1820
E
20
1820
H
1
1820
weka
weka_3.7.13
935
fri_c1_250_10
https://www.openml.org/data/download/53469/fri_c1_250_10.arff
-1
2056031
description
https://api.openml.org/data/download/2056031/weka_generated_run1755609402691764657.xml
-1
2056033
model_readable
https://api.openml.org/data/download/2056033/WekaModel_weka.classifiers.functions.MultilayerPerceptron5061497160441508545.model
-1
2056032
model_serialized
https://api.openml.org/data/download/2056032/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron6775098592989736517.model
-1
2056034
predictions
https://api.openml.org/data/download/2056034/weka_generated_predictions4169684871890913794.arff
area_under_roc_curve
0.664351 [0.664351,0.664351]
average_cost
0
f_measure
0.655237 [0.601852,0.697183]
kappa
0.299218
kb_relative_information_score
49.373347
mean_absolute_error
0.40549
mean_prior_absolute_error
0.492857
number_of_instances
250 [110,140]
os_information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.10.1.el7.x86_64]
precision
0.654811 [0.613208,0.6875]
predictive_accuracy
0.656
prior_entropy
0.989753
recall
0.656 [0.590909,0.707143]
relative_absolute_error
0.822733
root_mean_prior_squared_error
0.496387
root_mean_squared_error
0.493792
root_relative_squared_error
0.994772
scimark_benchmark
1638.069958 [870.3795832450934, 1157.3303616508404, 595.6958770147025, 1416.99457633309, 4149.9493895566375]
total_cost
0
usercpu_time_millis
890
usercpu_time_millis_testing
0
usercpu_time_millis_training
890
area_under_roc_curve
0.642857 [0.642857,0.642857]
area_under_roc_curve
0.753247 [0.753247,0.753247]
area_under_roc_curve
0.655844 [0.655844,0.655844]
area_under_roc_curve
0.672078 [0.672078,0.672078]
area_under_roc_curve
0.788961 [0.788961,0.788961]
area_under_roc_curve
0.724026 [0.724026,0.724026]
area_under_roc_curve
0.603896 [0.603896,0.603896]
area_under_roc_curve
0.61039 [0.61039,0.61039]
area_under_roc_curve
0.766234 [0.766234,0.766234]
area_under_roc_curve
0.613636 [0.613636,0.613636]
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
0.528627 [0.352941,0.666667]
f_measure
0.756 [0.7,0.8]
f_measure
0.601282 [0.583333,0.615385]
f_measure
0.614332 [0.470588,0.727273]
f_measure
0.72 [0.72,0.72]
f_measure
0.76 [0.727273,0.785714]
f_measure
0.56 [0.56,0.56]
f_measure
0.593333 [0.5,0.666667]
f_measure
0.720902 [0.695652,0.740741]
f_measure
0.641159 [0.608696,0.666667]
kappa
0.061433
kappa
0.503311
kappa
0.203822
kappa
0.232082
kappa
0.44795
kappa
0.512987
kappa
0.132492
kappa
0.172185
kappa
0.437299
kappa
0.276527
kb_relative_information_score
1.777902
kb_relative_information_score
8.35839
kb_relative_information_score
3.046806
kb_relative_information_score
4.290232
kb_relative_information_score
7.193849
kb_relative_information_score
8.359667
kb_relative_information_score
1.954683
kb_relative_information_score
3.079798
kb_relative_information_score
6.868448
kb_relative_information_score
4.443572
mean_absolute_error
0.459712
mean_absolute_error
0.347494
mean_absolute_error
0.437967
mean_absolute_error
0.416656
mean_absolute_error
0.36649
mean_absolute_error
0.346709
mean_absolute_error
0.456072
mean_absolute_error
0.437222
mean_absolute_error
0.37274
mean_absolute_error
0.413834
mean_prior_absolute_error
0.492857
mean_prior_absolute_error
0.492857
mean_prior_absolute_error
0.492857
mean_prior_absolute_error
0.492857
mean_prior_absolute_error
0.492857
mean_prior_absolute_error
0.492857
mean_prior_absolute_error
0.492857
mean_prior_absolute_error
0.492857
mean_prior_absolute_error
0.492857
mean_prior_absolute_error
0.492857
number_of_instances
25 [11,14]
number_of_instances
25 [11,14]
number_of_instances
25 [11,14]
number_of_instances
25 [11,14]
number_of_instances
25 [11,14]
number_of_instances
25 [11,14]
number_of_instances
25 [11,14]
number_of_instances
25 [11,14]
number_of_instances
25 [11,14]
number_of_instances
25 [11,14]
precision
0.544211 [0.5,0.578947]
precision
0.762222 [0.777778,0.75]
precision
0.610256 [0.538462,0.666667]
precision
0.647018 [0.666667,0.631579]
precision
0.741039 [0.642857,0.818182]
precision
0.76 [0.727273,0.785714]
precision
0.576364 [0.5,0.636364]
precision
0.594444 [0.555556,0.625]
precision
0.724103 [0.666667,0.769231]
precision
0.644359 [0.583333,0.692308]
predictive_accuracy
0.56
predictive_accuracy
0.76
predictive_accuracy
0.6
predictive_accuracy
0.64
predictive_accuracy
0.72
predictive_accuracy
0.76
predictive_accuracy
0.56
predictive_accuracy
0.6
predictive_accuracy
0.72
predictive_accuracy
0.64
prior_entropy
0.989753
prior_entropy
0.989753
prior_entropy
0.989753
prior_entropy
0.989753
prior_entropy
0.989753
prior_entropy
0.989753
prior_entropy
0.989753
prior_entropy
0.989753
prior_entropy
0.989753
prior_entropy
0.989753
recall
0.56 [0.272727,0.785714]
recall
0.76 [0.636364,0.857143]
recall
0.6 [0.636364,0.571429]
recall
0.64 [0.363636,0.857143]
recall
0.72 [0.818182,0.642857]
recall
0.76 [0.727273,0.785714]
recall
0.56 [0.636364,0.5]
recall
0.6 [0.454545,0.714286]
recall
0.72 [0.727273,0.714286]
recall
0.64 [0.636364,0.642857]
relative_absolute_error
0.932749
relative_absolute_error
0.705061
relative_absolute_error
0.888629
relative_absolute_error
0.845388
relative_absolute_error
0.743602
relative_absolute_error
0.703468
relative_absolute_error
0.925364
relative_absolute_error
0.887117
relative_absolute_error
0.756285
relative_absolute_error
0.839663
root_mean_prior_squared_error
0.496387
root_mean_prior_squared_error
0.496387
root_mean_prior_squared_error
0.496387
root_mean_prior_squared_error
0.496387
root_mean_prior_squared_error
0.496387
root_mean_prior_squared_error
0.496387
root_mean_prior_squared_error
0.496387
root_mean_prior_squared_error
0.496387
root_mean_prior_squared_error
0.496387
root_mean_prior_squared_error
0.496387
root_mean_squared_error
0.549671
root_mean_squared_error
0.426828
root_mean_squared_error
0.530927
root_mean_squared_error
0.49479
root_mean_squared_error
0.447414
root_mean_squared_error
0.427585
root_mean_squared_error
0.538052
root_mean_squared_error
0.535774
root_mean_squared_error
0.457923
root_mean_squared_error
0.507967
root_relative_squared_error
1.107344
root_relative_squared_error
0.859869
root_relative_squared_error
1.069583
root_relative_squared_error
0.996783
root_relative_squared_error
0.901341
root_relative_squared_error
0.861393
root_relative_squared_error
1.083936
root_relative_squared_error
1.079347
root_relative_squared_error
0.922511
root_relative_squared_error
1.023327
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
840
usercpu_time_millis
840
usercpu_time_millis
730
usercpu_time_millis
710
usercpu_time_millis
700
usercpu_time_millis
710
usercpu_time_millis
710
usercpu_time_millis
710
usercpu_time_millis
710
usercpu_time_millis
710
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_training
840
usercpu_time_millis_training
840
usercpu_time_millis_training
730
usercpu_time_millis_training
710
usercpu_time_millis_training
700
usercpu_time_millis_training
710
usercpu_time_millis_training
710
usercpu_time_millis_training
710
usercpu_time_millis_training
710
usercpu_time_millis_training
700