Run
22134

Run 22134

Task 2076 (Supervised Classification) kropt Uploaded 21-06-2014 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
0.8867
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6266
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5855
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16868.9078
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0484
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
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
0.6272
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6298
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.6298
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4862
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1796
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.805
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.9257[562.11430287262971009.9344946043965481.49857166643204908.32989414330441757.7512505720342]