Run
8884

Run 8884

Task 32 (Supervised Classification) pendigits 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
0.6612
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3586
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3226
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3975.659
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1217
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
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
0.3666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3914
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.3914
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6764
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3489
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1631
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.369[562.47681402932691015.5230404536866480.6364546036713911.48820099582031761.7204843045454]