Run
23672

Run 23672

Task 2072 (Supervised Classification) covertype Uploaded 26-06-2014 by Joaquin Vanschoren
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Flow

weka.BayesNet_HillClimber(1)Weka implementation of BayesNet
weka.BayesNet_HillClimber(1)_Dtrue
weka.BayesNet_HillClimber(1)_Qweka.classifiers.bayes.net.search.local.HillClimber
weka.HillClimber(1)_P1
weka.HillClimber(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
0.8224
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6519
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4685
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50910.2954
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1198
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
0.6538
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.6538
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6466
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2652
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8713
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.937[567.60190887821451014.9881073746852474.68690723372646910.22218605324211757.1857345400422]