Run
47435

Run 47435

Task 2102 (Learning Curve) eucalyptus 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.NaiveBayesUpdateable(2)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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
0.861 ± 0.0276
Per class
Build CPU time
0.0005
Build memory
626717523.7
F measure
0.5503 ± 0.047
Per class
Kappa
0.4197 ± 0.0588
KB relative information score
0.479 ± 0.0542
Mean absolute error
0.1844 ± 0.018
Mean prior absolute error
0.3132 ± 0.0002
Number of instances
736
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.6123 ± 0.0591
Per class
Predictive accuracy
0.5462 ± 0.0444
Prior entropy
2.2621 ± 0.0043
Recall
0.5462 ± 0.0444
Per class
Relative absolute error
0.5886 ± 0.0574
Root mean prior squared error
0.3957 ± 0.0003
Root mean squared error
0.3739 ± 0.0211
Root relative squared error
0.945 ± 0.0534
SciMark benchmark
1652.2022