OpenML
9894

Run 9894

Task 53 (Supervised Classification) vehicle 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)_B20

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
0.6706
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.49
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.342
Cross-validation details (10-fold Crossvalidation)
KB relative information score
342.8013
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.247
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
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
0.4869
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5059
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.5059
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6591
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1481
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.3926[559.94883937717861007.0316472325012477.85573387886615905.5060508708661756.6205822745662]