OpenML
7825

Run 7825

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)_B2

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
0.6514
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.475
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3035
Cross-validation details (10-fold Crossvalidation)
KB relative information score
312.9418
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2612
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
0.4732
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4775
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.4775
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6969
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5111
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1806
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
927.2851[555.3137924208822911.9522406692275483.88543266528814914.98778054938791770.2863098224536]