Run
2298376

Run 2298376

Task 58 (Supervised Classification) waveform-5000 Uploaded 21-05-2017 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)_N100
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
0.9728
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8674
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8014
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3805.8803
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1287
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8676
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8676
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2896
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2488
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5277
Cross-validation details (10-fold Crossvalidation)