556999
939
Martijn Post
3622
Supervised Classification
predictive_accuracy
3465
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_MultilayerPerceptron(1)
5776
weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.InfoGainAttributeEval " -S "weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1" -W weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H 1
L
0.3
1820
M
0.2
1820
N
500
1820
V
0
1820
S
0
1820
E
20
1820
H
1
1820
T
-1.7976931348623157E308
2118
N
-1
2118
S
weka.attributeSelection.Ranker
3465
W
weka.classifiers.functions.MultilayerPerceptron
3465
weka
weka_3.7.13
756
autoPrice
https://www.openml.org/data/download/53290/autoPrice.arff
-1
1918581
description
https://api.openml.org/data/download/1918581/weka_generated_run7836112658920786568.xml
-1
1918583
model_readable
https://api.openml.org/data/download/1918583/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier839332234208949765.model
-1
1918582
model_serialized
https://api.openml.org/data/download/1918582/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier4210839071647173210.model
-1
1918584
predictions
https://api.openml.org/data/download/1918584/weka_generated_predictions7471724010253558250.arff
area_under_roc_curve
0.990476 [0.990476,0.990476]
average_cost
0
f_measure
0.949686 [0.961905,0.925926]
kappa
0.887831
kb_relative_information_score
137.587163
mean_absolute_error
0.05999
mean_prior_absolute_error
0.449197
number_of_instances
159 [105,54]
os_information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
precision
0.949686 [0.961905,0.925926]
predictive_accuracy
0.949686
prior_entropy
0.926356
recall
0.949686 [0.961905,0.925926]
relative_absolute_error
0.133549
root_mean_prior_squared_error
0.473585
root_mean_squared_error
0.20827
root_relative_squared_error
0.439772
scimark_benchmark
1744.865206 [1052.9674971805453, 1396.3442135204984, 796.8398928435498, 1686.8983051584405, 3791.2761220334564]
total_cost
0
usercpu_time_millis
46.875
usercpu_time_millis_testing
0
usercpu_time_millis_training
46.875
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.945455 [0.945455,0.945455]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
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
0.938853 [0.952381,0.909091]
f_measure
1 [1,1]
f_measure
0.879167 [0.9,0.833333]
f_measure
0.864583 [0.916667,0.75]
f_measure
1 [1,1]
f_measure
0.938259 [0.947368,0.923077]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
0.856061 [0.909091,0.75]
kappa
0.862069
kappa
1
kappa
0.737705
kappa
0.673469
kappa
1
kappa
0.870968
kappa
1
kappa
1
kappa
1
kappa
0.666667
kb_relative_information_score
13.361875
kb_relative_information_score
14.809476
kb_relative_information_score
10.725816
kb_relative_information_score
10.615164
kb_relative_information_score
14.90344
kb_relative_information_score
14.16847
kb_relative_information_score
15.986926
kb_relative_information_score
16.288667
kb_relative_information_score
16.392082
kb_relative_information_score
10.335246
mean_absolute_error
0.057365
mean_absolute_error
0.025388
mean_absolute_error
0.131025
mean_absolute_error
0.135188
mean_absolute_error
0.022426
mean_absolute_error
0.065638
mean_absolute_error
0.021579
mean_absolute_error
0.010166
mean_absolute_error
0.00615
mean_absolute_error
0.129306
mean_prior_absolute_error
0.440606
mean_prior_absolute_error
0.440606
mean_prior_absolute_error
0.440606
mean_prior_absolute_error
0.440606
mean_prior_absolute_error
0.440606
mean_prior_absolute_error
0.460404
mean_prior_absolute_error
0.460404
mean_prior_absolute_error
0.460404
mean_prior_absolute_error
0.460404
mean_prior_absolute_error
0.447205
number_of_instances
16 [11,5]
number_of_instances
16 [11,5]
number_of_instances
16 [11,5]
number_of_instances
16 [11,5]
number_of_instances
16 [11,5]
number_of_instances
16 [10,6]
number_of_instances
16 [10,6]
number_of_instances
16 [10,6]
number_of_instances
16 [10,6]
number_of_instances
15 [10,5]
precision
0.947917 [1,0.833333]
precision
1 [1,1]
precision
0.910714 [1,0.714286]
precision
0.894231 [0.846154,1]
precision
1 [1,1]
precision
0.946429 [1,0.857143]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
0.888889 [0.833333,1]
predictive_accuracy
0.9375
predictive_accuracy
1
predictive_accuracy
0.875
predictive_accuracy
0.875
predictive_accuracy
1
predictive_accuracy
0.9375
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.866667
prior_entropy
0.926356
prior_entropy
0.926356
prior_entropy
0.926356
prior_entropy
0.926356
prior_entropy
0.926356
prior_entropy
0.926356
prior_entropy
0.926356
prior_entropy
0.926356
prior_entropy
0.926356
prior_entropy
0.926356
recall
0.9375 [0.909091,1]
recall
1 [1,1]
recall
0.875 [0.818182,1]
recall
0.875 [1,0.6]
recall
1 [1,1]
recall
0.9375 [0.9,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
0.866667 [1,0.6]
relative_absolute_error
0.130195
relative_absolute_error
0.05762
relative_absolute_error
0.297376
relative_absolute_error
0.306823
relative_absolute_error
0.050898
relative_absolute_error
0.142566
relative_absolute_error
0.046869
relative_absolute_error
0.022081
relative_absolute_error
0.013358
relative_absolute_error
0.289143
root_mean_prior_squared_error
0.464426
root_mean_prior_squared_error
0.464426
root_mean_prior_squared_error
0.464426
root_mean_prior_squared_error
0.464426
root_mean_prior_squared_error
0.464426
root_mean_prior_squared_error
0.485273
root_mean_prior_squared_error
0.485273
root_mean_prior_squared_error
0.485273
root_mean_prior_squared_error
0.485273
root_mean_prior_squared_error
0.471477
root_mean_squared_error
0.199197
root_mean_squared_error
0.072686
root_mean_squared_error
0.349313
root_mean_squared_error
0.339025
root_mean_squared_error
0.064038
root_mean_squared_error
0.204236
root_mean_squared_error
0.039718
root_mean_squared_error
0.017172
root_mean_squared_error
0.006198
root_mean_squared_error
0.328889
root_relative_squared_error
0.42891
root_relative_squared_error
0.156508
root_relative_squared_error
0.752139
root_relative_squared_error
0.729987
root_relative_squared_error
0.137887
root_relative_squared_error
0.420869
root_relative_squared_error
0.081848
root_relative_squared_error
0.035386
root_relative_squared_error
0.012772
root_relative_squared_error
0.697572
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
62.5
usercpu_time_millis
62.5
usercpu_time_millis
46.875
usercpu_time_millis
46.875
usercpu_time_millis
62.5
usercpu_time_millis
46.875
usercpu_time_millis
46.875
usercpu_time_millis
46.875
usercpu_time_millis
46.875
usercpu_time_millis
62.5
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
0
usercpu_time_millis_training
62.5
usercpu_time_millis_training
62.5
usercpu_time_millis_training
46.875
usercpu_time_millis_training
46.875
usercpu_time_millis_training
62.5
usercpu_time_millis_training
46.875
usercpu_time_millis_training
46.875
usercpu_time_millis_training
46.875
usercpu_time_millis_training
46.875
usercpu_time_millis_training
62.5