Run
10548

Run 10548

Task 6 (Supervised Classification) letter 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)_B10

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.

17 Evaluation measures

Area under ROC curve
0.5691
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0918
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1383
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3226.6006
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0637
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.068
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.172
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.172
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8612
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2524
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3124
Cross-validation details (10-fold Crossvalidation)