Run
19573

Run 19573

Task 2072 (Supervised Classification) covertype Uploaded 16-06-2014 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
0.8215
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4685
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50707.5
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1203
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1853
Cross-validation details (10-fold Crossvalidation)
Number of instances
110393
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
0.6547
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6539
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.6539
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6494
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2653
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8715
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
937.1139[567.04832706770641010.7290985125734460.63568541661783895.60640895196171751.5501218345944]