DEVELOPMENT... OpenML
Run
90173

Run 90173

Task 3569 (Supervised Classification) prnn_viruses Uploaded 08-12-2014 by Felicia West
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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
0.9803
Per class
Build CPU time
0.0002
Build memory
74999329.4426
F measure
0.9505
Per class
Kappa
0.908
KB relative information score
52.0851
Mean absolute error
0.0246
Mean prior absolute error
0.2735
Number of instances
61
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9577
Per class
Predictive accuracy
0.9508
Prior entropy
1.5019
Recall
0.9508
Per class
Relative absolute error
0.0899
Root mean prior squared error
0.3656
Root mean squared error
0.1568
Root relative squared error
0.429
SciMark benchmark
949.9767