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Run 6772

Task 52 (Supervised Classification) heart-statlog Uploaded 21-05-2014 by Felicia West
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Flow

weka.OneR(1)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(1)_B5

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
0.7183
Per class
F measure
0.7221
Per class
Kappa
0.437
KB relative information score
117.2977
Mean absolute error
0.2778
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.722
Per class
Predictive accuracy
0.7222
Prior entropy
0.9912
Recall
0.7222
Per class
Relative absolute error
0.5624
Root mean prior squared error
0.4969
Root mean squared error
0.527
Root relative squared error
1.0607
SciMark benchmark
921.9105[567.0483270677064883.5190339548539484.3219757802961911.80521739130441762.8577294742872]