Run
303820

Run 303820

Task 64 (Learning Curve) labor Uploaded 18-03-2015 by Joaquin Vanschoren
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Flow

weka.NaiveBayes(10)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.

22 Evaluation measures

Area under ROC curve
0.9671 ± 0.0733
Per class
F measure
0.9389 ± 0.0945
Per class
Kappa
0.8666 ± 0.2033
KB relative information score
0.8297 ± 0.2035
Mean absolute error
0.0791 ± 0.0857
Mean prior absolute error
0.457 ± 0.0208
Number of instances
570
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9397 ± 0.0655
Per class
Predictive accuracy
0.9386 ± 0.0944
Prior entropy
0.9349 ± 0.0618
Recall
0.9386 ± 0.0944
Per class
Relative absolute error
0.173 ± 0.1913
Root mean prior squared error
0.4773 ± 0.0219
Root mean squared error
0.2267 ± 0.1637
Root relative squared error
0.475 ± 0.3486
SciMark benchmark
1322.4917