DEVELOPMENT... OpenML
Run
187523

Run 187523

Task 3728 (Supervised Classification) sleuth_ex2015 Uploaded 25-02-2015 by Jason
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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
0.7003
Per class
F measure
0.7246
Per class
Kappa
0.4464
KB relative information score
16.61
Mean absolute error
0.3715
Mean prior absolute error
0.4952
Number of instances
60
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.7443
Per class
Predictive accuracy
0.7333
Prior entropy
0.9932
Recall
0.7333
Per class
Relative absolute error
0.7503
Root mean prior squared error
0.4975
Root mean squared error
0.4526
Root relative squared error
0.9097
SciMark benchmark
1028.5889