Run
21751

Run 21751

Task 47 (Supervised Classification) tae Uploaded 19-06-2014 by Joaquin Vanschoren
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Flow

weka.MultilayerPerceptron(1)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(1)_E20
weka.MultilayerPerceptron(1)_Ha
weka.MultilayerPerceptron(1)_L0.5
weka.MultilayerPerceptron(1)_M0.2
weka.MultilayerPerceptron(1)_N500
weka.MultilayerPerceptron(1)_S0
weka.MultilayerPerceptron(1)_V0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.707
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5315
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2949
Cross-validation details (10-fold Crossvalidation)
KB relative information score
43.2154
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3536
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5357
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5298
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.5298
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7959
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4524
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9599
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.9157[551.80026340799491014.7208839634673483.449727694041909.59049649383251760.017229859821]