Run
9020

Run 9020

Task 4 (Supervised Classification) labor 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)_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
0.6845
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7357
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4063
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.0629
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2456
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.457
Cross-validation details (10-fold Crossvalidation)
Number of instances
57
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
0.7536
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7544
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9393
Cross-validation details (10-fold Crossvalidation)
Recall
0.7544
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5374
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4773
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4956
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0384
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
949.1474[570.75937279643691015.2555353338006483.6674820550281911.48812543402991764.5664888040972]