Run
8675

Run 8675

Task 52 (Supervised Classification) heart-statlog 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)_B10

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
Cross-validation details (10-fold Crossvalidation)
F measure
0.7221
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.437
Cross-validation details (10-fold Crossvalidation)
KB relative information score
117.2977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2778
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
0.722
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5624
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.527
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0607
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
949.147[560.12864292244511015.52310425331484.10363182779514916.26701994949291769.7125638882815]