Run
14642

Run 14642

Task 55 (Supervised Classification) vote Uploaded 23-05-2014 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)_L0.3
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
0.9754
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9426
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8792
Cross-validation details (10-fold Crossvalidation)
KB relative information score
378.9773
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0605
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4742
Cross-validation details (10-fold Crossvalidation)
Number of instances
435
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
0.9428
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9425
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9627
Cross-validation details (10-fold Crossvalidation)
Recall
0.9425
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1277
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2295
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.5205[566.67990129830931013.6533959159474484.1035797902428906.44530435465071761.7204843045454]