Run
518

Run 518

Task 41 (Supervised Classification) soybean Uploaded 07-04-2014 by Jan van Rijn
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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)_B6

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
0.6593
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2971
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3186
Cross-validation details (10-fold Crossvalidation)
KB relative information score
211.8908
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0633
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.2669
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3982
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.3982
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.659
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2517
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1486
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2020.9354