Run
100

Run 100

Task 28 (Supervised Classification) optdigits Uploaded 07-04-2014 by Jan van Rijn
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Flow

weka.BayesNet_K2(1)Weka implementation of BayesNet
weka.BayesNet_K2(1)_Dtrue
weka.BayesNet_K2(1)_Qweka.classifiers.bayes.net.search.local.K2
weka.K2(1)_P1
weka.K2(1)_SBAYES

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
0.9903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9227
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9136
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5181.4174
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0164
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
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
0.9243
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.091
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1174
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3913
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1969.9217
Total cost