DEVELOPMENT... OpenML
Run
68072

Run 68072

Task 3605 (Supervised Classification) sleep Uploaded 30-11-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

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

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.7565
Per class
Build CPU time
0.0222
Build memory
709652745.0323
F measure
0.6198
Per class
Kappa
0.2659
KB relative information score
20.3353
Mean absolute error
0.3343
Mean prior absolute error
0.498
Number of instances
62
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6714
Per class
Predictive accuracy
0.6452
Prior entropy
0.9972
Recall
0.6452
Per class
Relative absolute error
0.6712
Root mean prior squared error
0.499
Root mean squared error
0.5221
Root relative squared error
1.0465
SciMark benchmark
932.5791