Run
25048

Run 25048

Task 116 (Learning Curve) ionosphere Uploaded 16-08-2014 by Jan van Rijn
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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
0.929 ± 0.0513
Per class
Build CPU time
0.0011
Build memory
1556726553.6667
F measure
0.8274 ± 0.066
Per class
Kappa
0.6362 ± 0.1318
KB relative information score
0.6013 ± 0.1454
Mean absolute error
0.1768 ± 0.0643
Mean prior absolute error
0.4604 ± 0.0038
Number of instances
3510
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.8406 ± 0.0581
Per class
Predictive accuracy
0.8245 ± 0.0673
Prior entropy
0.9418 ± 0.0113
Recall
0.8245 ± 0.0673
Per class
Relative absolute error
0.3839 ± 0.1396
Root mean prior squared error
0.4797 ± 0.004
Root mean squared error
0.3981 ± 0.0796
Root relative squared error
0.8299 ± 0.166
SciMark benchmark
1121.0681[643.6312234123311986.4116168953691535.7993271421233962.70288367922852476.7952482076253]