Run
8234

Run 8234

Task 7 (Supervised Classification) audiology 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)_B20

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
0.6549
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.305
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3059
Cross-validation details (10-fold Crossvalidation)
KB relative information score
61.1895
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0446
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0724
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
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
0.2323
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4646
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.4646
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6163
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2112
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1158
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.4871[563.02150163949781013.9200573100866483.88543266528814914.98778054938791756.6205822745662]