Run
1816284

Run 1816284

Task 9906 (Supervised Classification) autoUniv-au7-1100 Uploaded 18-09-2016 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.

arff
Predictions

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

17 Evaluation measures

Area under ROC curve
0.6445
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3248
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.162
Cross-validation details (10-fold Crossvalidation)
KB relative information score
204.6329
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.288
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3809
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3564
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.3564
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9131
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3925
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9884
Cross-validation details (10-fold Crossvalidation)