Run
6961

Run 6961

Task 52 (Supervised Classification) heart-statlog Uploaded 21-05-2014 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
0.57
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1418
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.9466
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4185
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
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
0.5771
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5815
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.5815
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8474
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6469
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3019
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
913.9759[548.1585644800512863.71808791014484.9782432137119912.43991219425081760.5845701777503]