Run
14682

Run 14682

Task 21 (Supervised Classification) car Uploaded 23-05-2014 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.

19 Evaluation measures

Area under ROC curve
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5768
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
394.7627
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1499
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
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
0.4903
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7002
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.7002
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6546
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3871
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.145
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
910.5731[564.47914364638121014.9881073746852484.54051677983614911.80521739130441577.0527334924443]