Run
3093711

Run 3093711

Task 58 (Supervised Classification) waveform-5000 Uploaded 29-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_MultilayerPerceptron(2)Weka implementation of FilteredClassifier
weka.MultilayerPerceptron(8)_L0.3
weka.MultilayerPerceptron(8)_M0.2
weka.MultilayerPerceptron(8)_N100
weka.MultilayerPerceptron(8)_V0
weka.MultilayerPerceptron(8)_S0
weka.MultilayerPerceptron(8)_E20
weka.MultilayerPerceptron(8)_Ho
weka.MultilayerPerceptron(8)_Dtrue
weka.FilteredClassifier_MultilayerPerceptron(2)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_MultilayerPerceptron(2)_Wweka.classifiers.functions.MultilayerPerceptron

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9728
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8674
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8014
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3805.8803
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1287
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8676
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8676
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2896
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2488
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5277
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1484.9199
UserCPU time millis
1300
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1290
Cross-validation details (10-fold Crossvalidation)