Run
47936

Run 47936

Task 1717 (Learning Curve) mfeat-morphological Uploaded 05-11-2014 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.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
0.9521 ± 0.0052
Per class
Build CPU time
0.0005
Build memory
1911801377.6727
F measure
0.6853 ± 0.0214
Per class
Kappa
0.6644 ± 0.0208
KB relative information score
0.7314 ± 0.0171
Mean absolute error
0.0658 ± 0.0036
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
0.6969 ± 0.0223
Per class
Predictive accuracy
0.698 ± 0.0187
Prior entropy
3.3219
Recall
0.698 ± 0.0187
Per class
Relative absolute error
0.3657 ± 0.0201
Root mean prior squared error
0.3
Root mean squared error
0.2073 ± 0.0067
Root relative squared error
0.6909 ± 0.0223
SciMark benchmark
1747.5082