Run
9843

Run 9843

Task 50 (Supervised Classification) heart-h Uploaded 22-05-2014 by Joaquin Vanschoren
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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)_B2

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
0.7676
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7981
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5557
Cross-validation details (10-fold Crossvalidation)
KB relative information score
154.0219
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0789
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1867
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
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
0.8001
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8027
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (10-fold Crossvalidation)
Recall
0.8027
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4226
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2809
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9249
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.1117[561.7522155508621015.2555353338006482.36378704342826907.38665814554741753.8001309030865]