OpenML
47446

Run 47446

Task 1713 (Learning Curve) mfeat-fourier Uploaded 05-11-2014 by Jan van Rijn
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  • 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
0.9549 ± 0.0079
Per class
Build CPU time
0.0052
Build memory
479828653.3091
F measure
0.7645 ± 0.0171
Per class
Kappa
0.7372 ± 0.0211
KB relative information score
0.773 ± 0.0169
Mean absolute error
0.0482 ± 0.0032
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
0.7714 ± 0.0151
Per class
Predictive accuracy
0.7635 ± 0.019
Prior entropy
3.3219
Recall
0.7635 ± 0.019
Per class
Relative absolute error
0.268 ± 0.0176
Root mean prior squared error
0.3
Root mean squared error
0.1991 ± 0.0077
Root relative squared error
0.6636 ± 0.0257
SciMark benchmark
1445.6628