Run
135

Run 135

Task 36 (Supervised Classification) segment Uploaded 07-04-2014 by Jan van Rijn
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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)_B6

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
0.7904
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6307
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5808
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1414.2492
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1027
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.6262
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6407
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.6407
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4192
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3204
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9156
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1971.3388