Run
22812

Run 22812

Task 7 (Supervised Classification) audiology Uploaded 22-06-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1

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
0.9496
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6734
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6641
Cross-validation details (10-fold Crossvalidation)
KB relative information score
137.2682
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0287
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0724
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
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
0.6428
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7168
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.7168
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3969
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1283
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6779
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
930.676[546.7838898786127998.1636765285998472.1819953046527888.62371444987091747.6266666666663]