Run
1814662

Run 1814662

Task 3524 (Supervised Classification) fbis.wc Uploaded 03-09-2016 by Joaquin Vanschoren
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.3
weka.MultilayerPerceptron(4)_M0.2
weka.MultilayerPerceptron(4)_N500
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_H10, 10

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
0.6469
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1767
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0992
Cross-validation details (10-fold Crossvalidation)
KB relative information score
199.8819
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1012
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1047
Cross-validation details (10-fold Crossvalidation)
Number of instances
2463
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1611
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2534
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.2534
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9665
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2288
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2241
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9792
Cross-validation details (10-fold Crossvalidation)