Run
11919

Run 11919

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)_B15

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
0.5536
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6495
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1347
Cross-validation details (10-fold Crossvalidation)
KB relative information score
261.8723
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.289
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
0.6766
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.711
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.711
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6878
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1731
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
917.5932[562.1142596826567860.631950609387483.8854846559526915.62699156216381765.7074124997566]