Run
2300326

Run 2300326

Task 6 (Supervised Classification) letter Uploaded 22-05-2017 by Miguel Cachada
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Flow

weka.MultilayerPerceptron(8)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(8)_L0.3
weka.MultilayerPerceptron(8)_M0.2
weka.MultilayerPerceptron(8)_N500
weka.MultilayerPerceptron(8)_V0
weka.MultilayerPerceptron(8)_S0
weka.MultilayerPerceptron(8)_E20
weka.MultilayerPerceptron(8)_Ho
weka.MultilayerPerceptron(8)_Dtrue

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
0.9587
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8116
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8022
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15569.5214
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0271
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8223
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8098
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8098
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3664
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5716
Cross-validation details (10-fold Crossvalidation)