DEVELOPMENT... OpenML
Run
9427

Run 9427

Task 50 (Supervised Classification) heart-h Uploaded 22-05-2014 by Felicia West
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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
0.4843
Per class
F measure
0.4988
Per class
KB relative information score
-0.6413
Mean absolute error
0.187
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4089
Per class
Predictive accuracy
0.6395
Prior entropy
1.0314
Recall
0.6395
Per class
Relative absolute error
1.0014
Root mean prior squared error
0.3037
Root mean squared error
0.3037
Root relative squared error
1.0001
SciMark benchmark
945.6472[561.39063748653551015.7907504114269482.58056402979616909.59057174132591758.8835103978397]