Run
10028

Run 10028

Task 24 (Supervised Classification) mushroom 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
0.9847
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9852
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9704
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7883.5486
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0148
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
8124
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
0.9856
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9852
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.9852
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0296
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.7607[571.50745416004591015.7907504114269479.5631016829642911.80521739130441765.136766288487]