Run
8833

Run 8833

Task 37 (Supervised Classification) diabetes Uploaded 22-05-2014 by Joaquin Vanschoren
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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
0.5066
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5616
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0141
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30.4631
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4193
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
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
0.5524
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5807
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.5807
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9225
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6475
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3585
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
912.4637[565.94439658822851015.7907504114269483.8854846559526916.90802019261121579.78979063189]