DEVELOPMENT... OpenML
Run
187515

Run 187515

Task 3569 (Supervised Classification) prnn_viruses Uploaded 25-02-2015 by Felicia West
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Flow

weka.A1DE(4)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(4)_F1
weka.A1DE(4)_M1.0

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.

22 Evaluation measures

Area under ROC curve
1
Per class
F measure
0.9523
Per class
Kappa
0.9091
KB relative information score
53.5599
Mean absolute error
0.0222
Mean prior absolute error
0.2735
Number of instances
61
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9663
Per class
Predictive accuracy
0.9508
Prior entropy
1.5019
Recall
0.9508
Per class
Relative absolute error
0.0812
Root mean prior squared error
0.3656
Root mean squared error
0.1189
Root relative squared error
0.3253
SciMark benchmark
1250.8301