Run
7307

Run 7307

Task 7 (Supervised Classification) audiology Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.Vote_ZeroR(1)Ludmila I. Kuncheva (2004). Combining Pattern Classifiers: Methods and Algorithms. John Wiley and Sons, Inc.. J. Kittler, M. Hatef, Robert P.W. Duin, J. Matas (1998). On combining classifiers. IEEE Transactions on Pattern Analysis and Machine Intelligence. 20(3):226-239.
weka.Vote_ZeroR(1)_RAVG
weka.Vote_ZeroR(1)_S1

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
0.4121
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1016
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.0953
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0725
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
0.0636
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2522
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.2522
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0019
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1895
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.001
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
926.768[560.8490563082227911.5208848458966483.8854846559526909.59057174132591767.9939646936223]