Run
1664421

Run 1664421

Task 3022 (Supervised Classification) vowel 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
0.9747
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9208
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9133
Cross-validation details (10-fold Crossvalidation)
KB relative information score
895.1653
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0222
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1653
Cross-validation details (10-fold Crossvalidation)
Number of instances
990
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9225
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9212
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.4594
Cross-validation details (10-fold Crossvalidation)
Recall
0.9212
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1342
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1138
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.396
Cross-validation details (10-fold Crossvalidation)