DEVELOPMENT... OpenML
Run
68334

Run 68334

Task 3913 (Supervised Classification) kc2 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
0.7967
Per class
Build CPU time
0.2639
Build memory
994854536.3525
F measure
0.8179
Per class
Kappa
0.409
KB relative information score
211.6532
Mean absolute error
0.1653
Mean prior absolute error
0.3266
Number of instances
522
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8156
Per class
Predictive accuracy
0.8314
Prior entropy
0.734
Recall
0.8314
Per class
Relative absolute error
0.5062
Root mean prior squared error
0.4037
Root mean squared error
0.386
Root relative squared error
0.9562
SciMark benchmark
947.3846