Run
1971125

Run 1971125

Task 3951 (Supervised Classification) desharnais Uploaded 03-04-2017 by Wouter Nuijten
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Flow

weka.MultilayerPerceptron(8)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(8)_L0.5
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, a, a

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
0.6815
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5749
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2727
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.6836
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2905
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3804
Cross-validation details (10-fold Crossvalidation)
Number of instances
81
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5511
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6049
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3765
Cross-validation details (10-fold Crossvalidation)
Recall
0.6049
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7637
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4348
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4532
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0425
Cross-validation details (10-fold Crossvalidation)