DEVELOPMENT... OpenML
Run
67965

Run 67965

Task 3590 (Supervised Classification) analcatdata_vineyard Uploaded 30-11-2014 by Felicia West
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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
0.8791
Per class
Build CPU time
0.0359
Build memory
603346206.0342
F measure
0.803
Per class
Kappa
0.6004
KB relative information score
195.3993
Mean absolute error
0.3015
Mean prior absolute error
0.4939
Number of instances
468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.803
Per class
Predictive accuracy
0.8034
Prior entropy
0.9912
Recall
0.8034
Per class
Relative absolute error
0.6105
Root mean prior squared error
0.4969
Root mean squared error
0.3769
Root relative squared error
0.7584
SciMark benchmark
932.5791