Run
7828

Run 7828

Task 9 (Supervised Classification) autos 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)_B5

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
0.7666
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6346
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.537
Cross-validation details (10-fold Crossvalidation)
KB relative information score
113.4281
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1003
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
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
0.6423
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6488
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.6488
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4542
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3168
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9548
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.1091[568.89779800413941015.2555353338006483.449727694041908.01521433887441754.9271701211055]