DEVELOPMENT... OpenML
Run
187545

Run 187545

Task 3759 (Supervised Classification) fri_c3_500_25 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
0.9021
Per class
F measure
0.8201
Per class
Kappa
0.6351
KB relative information score
278.8548
Mean absolute error
0.2264
Mean prior absolute error
0.4928
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8202
Per class
Predictive accuracy
0.82
Prior entropy
0.9897
Recall
0.82
Per class
Relative absolute error
0.4593
Root mean prior squared error
0.4964
Root mean squared error
0.3529
Root relative squared error
0.7109
SciMark benchmark
1337.7959