Run
24812

Run 24812

Task 2072 (Supervised Classification) covertype Uploaded 18-07-2014 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)_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.

17 Evaluation measures

Area under ROC curve
0.7045
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6159
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4146
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44739.9953
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1024
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1853
Cross-validation details (10-fold Crossvalidation)
Number of instances
110393
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6074
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6416
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.6416
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5527
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.32
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0513
Cross-validation details (10-fold Crossvalidation)