Run
47450

Run 47450

Task 1722 (Learning Curve) cmc 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
0.6864 ± 0.0168
Per class
Build CPU time
0.0002
Build memory
521680151.28
F measure
0.5137 ± 0.0391
Per class
Kappa
0.2597 ± 0.0521
KB relative information score
0.2233 ± 0.0178
Mean absolute error
0.3697 ± 0.0082
Mean prior absolute error
0.4308 ± 0.0004
Number of instances
1473
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.5291 ± 0.0325
Per class
Predictive accuracy
0.5092 ± 0.0396
Prior entropy
1.539 ± 0.0029
Recall
0.5092 ± 0.0396
Per class
Relative absolute error
0.8582 ± 0.0194
Root mean prior squared error
0.4641 ± 0.0005
Root mean squared error
0.4532 ± 0.008
Root relative squared error
0.9766 ± 0.0177
SciMark benchmark
1970.0822