Run
1816107

Run 1816107

Task 3561 (Supervised Classification) profb Uploaded 13-09-2016 by Joaquin Vanschoren
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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
0.6001
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5943
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0852
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37.3864
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3977
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4446
Cross-validation details (10-fold Crossvalidation)
Number of instances
672
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5952
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9188
Cross-validation details (10-fold Crossvalidation)
Recall
0.5952
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8944
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5818
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2343
Cross-validation details (10-fold Crossvalidation)