Run
19768

Run 19768

Task 40 (Supervised Classification) glass Uploaded 16-06-2014 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)_L0.05
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
0.821
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6211
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5098
Cross-validation details (10-fold Crossvalidation)
KB relative information score
90.2678
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1481
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
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
0.6041
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6542
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.6542
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7001
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2692
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8298
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
925.3079[557.7999961202322993.0198336334009471.14603042180164892.5570199707421712.0168161591102]