Run
2083151

Run 2083151

Task 145682 (Supervised Classification) spectrometer Uploaded 21-04-2017 by Neil Timmermans
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Flow

weka.MultilayerPerceptron(8)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(8)_L0.4
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
0.6339
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0616
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.036
Cross-validation details (10-fold Crossvalidation)
KB relative information score
47.698
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0389
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.0602
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.0734
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.0734
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9811
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1683
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1967
Cross-validation details (10-fold Crossvalidation)