DEVELOPMENT... OpenML
Run
68333

Run 68333

Task 2121 (Supervised Classification) abalone 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
0.7127
Per class
Build CPU time
0.892
Build memory
529323904
F measure
0.2083
Per class
Kappa
0.1321
KB relative information score
295.3126
Mean absolute error
0.056
Mean prior absolute error
0.0618
Number of instances
1378
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.1979
Per class
Predictive accuracy
0.2271
Prior entropy
3.6268
Recall
0.2271
Per class
Relative absolute error
0.9068
Root mean prior squared error
0.1757
Root mean squared error
0.1868
Root relative squared error
1.0631
SciMark benchmark
905.0866