Run
12354

Run 12354

Task 57 (Supervised Classification) ionosphere 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)_B15

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
0.7294
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7701
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4904
Cross-validation details (10-fold Crossvalidation)
KB relative information score
177.701
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2194
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
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
0.7799
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7806
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.7806
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4764
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9764
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
917.3739[530.9713001582315901.2885863823998483.8854846559526914.66854765231311756.0556588021248]