Run
8549

Run 8549

Task 32 (Supervised Classification) pendigits Uploaded 22-05-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9878
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8778
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8658
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9680.5535
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0252
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
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
0.8871
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8793
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.8793
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1401
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1437
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4791
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.705[562.29550002336991015.7906865781697484.54051677983614906.75889678256981769.1393263693276]