Run
7450

Run 7450

Task 40 (Supervised Classification) glass 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)_B2

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
0.6451
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4612
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2757
Cross-validation details (10-fold Crossvalidation)
KB relative information score
63.096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1495
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
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
0.448
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.4766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7067
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3867
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1919
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
919.4599[563.7494238588241875.490699549413488.95344968331324910.22218605324211758.8836454543732]