Run
1810077

Run 1810077

Task 9960 (Supervised Classification) wall-robot-navigation Uploaded 26-07-2016 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
0.8729
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7482
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6326
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3299.3869
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1199
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3312
Cross-validation details (10-fold Crossvalidation)
Number of instances
5456
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7902
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7614
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.7614
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3621
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3285
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8072
Cross-validation details (10-fold Crossvalidation)