Run
24534

Run 24534

Task 5 (Supervised Classification) arrhythmia Uploaded 11-07-2014 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)_L0.01
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
0.811
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6392
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4988
Cross-validation details (10-fold Crossvalidation)
KB relative information score
176.5789
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0595
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0855
Cross-validation details (10-fold Crossvalidation)
Number of instances
452
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
0.6026
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6925
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.6925
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.696
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1734
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8436
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.0475[559.41007791153281014.9881711071126483.88543266528814908.95975824819551767.9939646936223]