Run
1814722

Run 1814722

Task 3528 (Supervised Classification) la2s.wc Uploaded 04-09-2016 by Jan van Rijn
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
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)_H10, 10

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
0.5264
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1693
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0097
Cross-validation details (10-fold Crossvalidation)
KB relative information score
45.6034
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2659
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2655
Cross-validation details (10-fold Crossvalidation)
Number of instances
3075
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1652
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2976
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4305
Cross-validation details (10-fold Crossvalidation)
Recall
0.2976
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0016
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3643
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3644
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0002
Cross-validation details (10-fold Crossvalidation)