Run
17454

Run 17454

Task 2079 (Supervised Classification) eucalyptus Uploaded 08-06-2014 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_OneR(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(1)_I10
weka.Bagging_OneR(1)_P100
weka.Bagging_OneR(1)_S1
weka.Bagging_OneR(1)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(1)_num-slots1
weka.OneR(1)_B6

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
0.775
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5896
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4679
Cross-validation details (10-fold Crossvalidation)
KB relative information score
375.2619
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1718
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
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
0.6245
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5829
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.5829
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5485
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3849
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9727
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
936.8773[554.2550361521621012.5880246437401445.7209878398104911.80521739130441760.017229859821]