Run
47093

Run 47093

Task 2098 (Learning Curve) abalone Uploaded 05-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.Bagging_NaiveBayes(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(2)_I10
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.

19 Evaluation measures

Area under ROC curve
0.7086 ± 0.0084
Per class
Build CPU time
0.0111
Build memory
499664329.6615
Kappa
0.1423 ± 0.0207
KB relative information score
0.2185 ± 0.0095
Mean absolute error
0.0558 ± 0.0006
Mean prior absolute error
0.0618 ± 0
Number of instances
4177
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Predictive accuracy
0.2401 ± 0.0185
Prior entropy
3.6031 ± 0.0188
Recall
0.2401 ± 0.0185
Per class
Relative absolute error
0.9036 ± 0.0097
Root mean prior squared error
0.1757 ± 0
Root mean squared error
0.187 ± 0.0015
Root relative squared error
1.0643 ± 0.0088
SciMark benchmark
1771.6524