Run
10412

Run 10412

Task 10 (Supervised Classification) lymph 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)_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
0.7761
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7462
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5308
Cross-validation details (10-fold Crossvalidation)
KB relative information score
71.4746
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.125
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
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
0.7473
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.75
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4669
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3536
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9714
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.0126[566.31191013187331015.7907504114269483.449727694041915.62699156216381758.8835103978397]