Run
15639

Run 15639

Task 31 (Supervised Classification) credit-g Uploaded 04-06-2014 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
0.7518
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7255
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3301
Cross-validation details (10-fold Crossvalidation)
KB relative information score
199.9414
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3274
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
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
0.722
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.735
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.735
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7793
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4287
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9356
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.6636[557.26540226468411013.919993711725480.4213690634573908.95983339136731757.751385454742]