Run
22070

Run 22070

Task 27 (Supervised Classification) colic Uploaded 21-06-2014 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)_I40
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
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7927
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.561
Cross-validation details (10-fold Crossvalidation)
KB relative information score
190.1402
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2221
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
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
0.7974
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.7908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4765
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4095
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8484
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
916.3065[559.2307353210181990.4677419388732456.5228847239576869.17770948838741706.1335131639553]