Run
25047

Run 25047

Task 115 (Learning Curve) vowel Uploaded 16-08-2014 by Jan van Rijn
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Flow

weka.NaiveBayes(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
0.9554 ± 0.0091
Per class
Build CPU time
0.0008
Build memory
649535816.2311
F measure
0.6337 ± 0.0543
Per class
Kappa
0.5979 ± 0.0594
KB relative information score
0.6484 ± 0.0315
Mean absolute error
0.086 ± 0.0049
Mean prior absolute error
0.1653
Number of instances
9900
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.6387 ± 0.0552
Per class
Predictive accuracy
0.6344 ± 0.054
Prior entropy
3.4594
Recall
0.6344 ± 0.054
Per class
Relative absolute error
0.5203 ± 0.0294
Root mean prior squared error
0.2875
Root mean squared error
0.2106 ± 0.011
Root relative squared error
0.7326 ± 0.0384
SciMark benchmark
1144.7539[690.2416597664497994.8141311039286542.8421963499411981.44523783259552514.4261077280257]