Run
2300428

Run 2300428

Task 23 (Supervised Classification) cmc 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)_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
0.6823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5097
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2424
Cross-validation details (10-fold Crossvalidation)
KB relative information score
378.3826
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3519
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5096
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5105
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5105
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4675
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0074
Cross-validation details (10-fold Crossvalidation)