Run
1779697

Run 1779697

Task 9904 (Supervised Classification) autoUniv-au6-750 Uploaded 25-07-2016 by Jan van Rijn
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Flow

weka.FilteredClassifier_MultilayerPerceptron(1)Weka implementation of FilteredClassifier
weka.MultilayerPerceptron(4)_L0.3
weka.MultilayerPerceptron(4)_M0.2
weka.MultilayerPerceptron(4)_N500
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_Ha
weka.FilteredClassifier_MultilayerPerceptron(1)_Fweka.filters.supervised.attribute.Discretize -R first-last -precision 6
weka.FilteredClassifier_MultilayerPerceptron(1)_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.

17 Evaluation measures

Area under ROC curve
0.4707
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1256
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0027
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26.5604
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2144
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2137
Cross-validation details (10-fold Crossvalidation)
Number of instances
750
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.095
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.196
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8958
Cross-validation details (10-fold Crossvalidation)
Recall
0.196
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0031
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3269
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3298
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.009
Cross-validation details (10-fold Crossvalidation)
Total cost