OpenML
47881

Run 47881

Task 77 (Learning Curve) mfeat-morphological Uploaded 05-11-2014 by Jan van Rijn
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  • curves weka weka_3.7.12-SNAPSHOT
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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
0.9515 ± 0.0061
Per class
Build CPU time
0.0004
Build memory
2375993956.7273
F measure
0.6795 ± 0.0238
Per class
Kappa
0.6592 ± 0.0254
KB relative information score
0.7303 ± 0.0196
Mean absolute error
0.0661 ± 0.0034
Mean prior absolute error
0.18
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.6905 ± 0.0285
Per class
Predictive accuracy
0.6933 ± 0.0229
Prior entropy
3.3219
Recall
0.6933 ± 0.0229
Per class
Relative absolute error
0.367 ± 0.0188
Root mean prior squared error
0.3
Root mean squared error
0.2078 ± 0.0085
Root relative squared error
0.6926 ± 0.0284
SciMark benchmark
1747.5082