Run
54173

Run 54173

Task 1701 (Learning Curve) anneal 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
0.9333 ± 0.0299
Per class
Build CPU time
0.0003
Build memory
1051589359.0222
F measure
0.7657 ± 0.0492
Per class
Kappa
0.5478 ± 0.0667
KB relative information score
0.4158 ± 0.0827
Mean absolute error
0.0922 ± 0.0109
Mean prior absolute error
0.1343 ± 0.0013
Number of instances
898
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8705 ± 0.0231
Per class
Predictive accuracy
0.7439 ± 0.0506
Prior entropy
1.1915 ± 0.026
Recall
0.7439 ± 0.0506
Per class
Relative absolute error
0.6864 ± 0.0816
Root mean prior squared error
0.2582 ± 0.0024
Root mean squared error
0.2526 ± 0.0198
Root relative squared error
0.9784 ± 0.0763
SciMark benchmark
1615.5755