Run
17016

Run 17016

Task 10 (Supervised Classification) lymph Uploaded 06-06-2014 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
0.8949
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7763
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5761
Cross-validation details (10-fold Crossvalidation)
KB relative information score
85.3642
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1182
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
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
0.7805
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.777
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.777
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4415
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.267
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7336
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.5829[553.7272124480361013.9200573100866483.88543266528814908.95975824819551767.4218398162996]