DEVELOPMENT... OpenML
Run
187546

Run 187546

Task 3774 (Supervised Classification) fri_c2_250_5 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
0.8556
Per class
F measure
0.8439
Per class
Kappa
0.6831
KB relative information score
144.8281
Mean absolute error
0.2187
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8439
Per class
Predictive accuracy
0.844
Prior entropy
0.9898
Recall
0.844
Per class
Relative absolute error
0.4438
Root mean prior squared error
0.4964
Root mean squared error
0.3555
Root relative squared error
0.7162
SciMark benchmark
1290.1085