Run
54176

Run 54176

Task 1715 (Learning Curve) mfeat-karhunen Uploaded 08-11-2014 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
0.9931 ± 0.005
Per class
Build CPU time
0.0047
Build memory
1976542099.0546
F measure
0.9349 ± 0.0231
Per class
Kappa
0.9272 ± 0.0259
KB relative information score
0.9367 ± 0.0245
Mean absolute error
0.0134 ± 0.0048
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9366 ± 0.0206
Per class
Predictive accuracy
0.9345 ± 0.0233
Prior entropy
3.3219
Recall
0.9345 ± 0.0233
Per class
Relative absolute error
0.0745 ± 0.0265
Root mean prior squared error
0.3
Root mean squared error
0.1046 ± 0.0208
Root relative squared error
0.3487 ± 0.0692
SciMark benchmark
1615.5755