Run
6442

Run 6442

Task 54 (Supervised Classification) hepatitis Uploaded 15-05-2014 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
0.4668
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7022
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.9801
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3302
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
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
0.6297
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.7935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.001
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4049
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0004
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
937.9727[564.8447560239533978.1497360481784480.2065271424506911.17140496421141755.4912331040343]