Run
7249

Run 7249

Task 31 (Supervised Classification) credit-g Uploaded 22-05-2014 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)_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.

19 Evaluation measures

Area under ROC curve
0.5345
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6306
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0858
Cross-validation details (10-fold Crossvalidation)
KB relative information score
210.829
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.309
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
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
0.637
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.691
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.691
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7354
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5559
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.213
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
940.7818[565.21084232176751014.9881073746852483.8854846559526874.68802747803971765.136766288487]