Run
1664468

Run 1664468

Task 14964 (Supervised Classification) artificial-characters Uploaded 19-07-2016 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)_Ha

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
0.9083
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5239
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4699
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5771.3626
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1098
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.179
Cross-validation details (10-fold Crossvalidation)
Number of instances
10218
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5384
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5253
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2849
Cross-validation details (10-fold Crossvalidation)
Recall
0.5253
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6135
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2341
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7825
Cross-validation details (10-fold Crossvalidation)