Run
54309

Run 54309

Task 1721 (Learning Curve) mfeat-zernike Uploaded 08-11-2014 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 ± 0.0085
Per class
Build CPU time
0.0052
Build memory
1578119254.5455
F measure
0.728 ± 0.026
Per class
Kappa
0.6983 ± 0.0318
KB relative information score
0.7544 ± 0.0286
Mean absolute error
0.0539 ± 0.0056
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
0.7284 ± 0.0229
Per class
Predictive accuracy
0.7285 ± 0.0286
Prior entropy
3.3219
Recall
0.7285 ± 0.0286
Per class
Relative absolute error
0.2996 ± 0.031
Root mean prior squared error
0.3
Root mean squared error
0.2044 ± 0.0122
Root relative squared error
0.6813 ± 0.0405
SciMark benchmark
1608.8422