Run
12830

Run 12830

Task 26 (Supervised Classification) nursery 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)_B15

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
0.7863
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7023
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5701
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7526.8842
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1161
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
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
0.6952
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7097
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.7097
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4253
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3408
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9223
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.4975[566.86405431965431015.5230404536866484.9782432137119911.80521739130441758.3171307218695]