Run
19083

Run 19083

Task 7 (Supervised Classification) audiology Uploaded 12-06-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_NaiveBayes(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(1)_I160
weka.Bagging_NaiveBayes(1)_P100
weka.Bagging_NaiveBayes(1)_S1
weka.Bagging_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes
weka.Bagging_NaiveBayes(1)_num-slots1

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
0.9565
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6607
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6601
Cross-validation details (10-fold Crossvalidation)
KB relative information score
131.4172
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.029
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0724
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
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
0.636
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7168
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.7168
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4004
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1331
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.703
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
929.0768[553.7271705372895966.6190185758909482.5806157404377899.29332223166991743.1640910536214]