OpenML
47882

Run 47882

Task 73 (Learning Curve) mfeat-fourier 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
0.9549 ± 0.0093
Per class
Build CPU time
0.0056
Build memory
3734708648.7782
F measure
0.7621 ± 0.0251
Per class
Kappa
0.7348 ± 0.0288
KB relative information score
0.7728 ± 0.0252
Mean absolute error
0.0484 ± 0.0047
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
0.7687 ± 0.0241
Per class
Predictive accuracy
0.7614 ± 0.0259
Prior entropy
3.3219
Recall
0.7614 ± 0.0259
Per class
Relative absolute error
0.2687 ± 0.0262
Root mean prior squared error
0.3
Root mean squared error
0.1993 ± 0.0117
Root relative squared error
0.6643 ± 0.039
SciMark benchmark
1729.8248