DEVELOPMENT... OpenML
Run
68371

Run 68371

Task 3665 (Supervised Classification) pyrim 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
0.8605
Per class
Build CPU time
0.0557
Build memory
1170542282.4865
F measure
0.8489
Per class
Kappa
0.6876
KB relative information score
42.2997
Mean absolute error
0.2164
Mean prior absolute error
0.4872
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8548
Per class
Predictive accuracy
0.8514
Prior entropy
0.9819
Recall
0.8514
Per class
Relative absolute error
0.4442
Root mean prior squared error
0.4934
Root mean squared error
0.3758
Root relative squared error
0.7616
SciMark benchmark
905.0866