Run
55578

Run 55578

Task 2094 (Learning Curve) adult Uploaded 11-11-2014 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.

21 Evaluation measures

Area under ROC curve
0.9018 ± 0.0052
Per class
Build CPU time
0.0443
Build memory
2393589919.44
F measure
0.8313 ± 0.0063
Per class
Kappa
0.5606 ± 0.0165
KB relative information score
0.4126 ± 0.0157
Mean absolute error
0.1912 ± 0.0047
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8461 ± 0.0063
Per class
Predictive accuracy
0.8245 ± 0.0066
Prior entropy
0.7938 ± 0.0002
Recall
0.8245 ± 0.0066
Per class
Relative absolute error
0.5251 ± 0.0129
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3568 ± 0.0057
Root relative squared error
0.8362 ± 0.0134
SciMark benchmark
1657.0131