Run
22551

Run 22551

Task 6 (Supervised Classification) letter Uploaded 22-06-2014 by Joaquin Vanschoren
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Flow

weka.BayesNet_LAGDHillClimber(1)Weka implementation of BayesNet
weka.BayesNet_LAGDHillClimber(1)_Dtrue
weka.BayesNet_LAGDHillClimber(1)_Qweka.classifiers.bayes.net.search.local.LAGDHillClimber
weka.LAGDHillClimber(1)_G5
weka.LAGDHillClimber(1)_L2
weka.LAGDHillClimber(1)_P1
weka.LAGDHillClimber(1)_SBAYES

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
0.9799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7497
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7363
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15511.748
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0228
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
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
0.7619
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7465
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.7465
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3082
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1178
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6123
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.6319[552.67444996885751014.7209476623404483.88543266528814911.17132945493631765.7074124997566]