DEVELOPMENT... OpenML
Run
187535

Run 187535

Task 3736 (Supervised Classification) boston 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
0.9409
Per class
F measure
0.8669
Per class
Kappa
0.7244
KB relative information score
349.8451
Mean absolute error
0.1519
Mean prior absolute error
0.4849
Number of instances
506
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8674
Per class
Predictive accuracy
0.8676
Prior entropy
0.9782
Recall
0.8676
Per class
Relative absolute error
0.3133
Root mean prior squared error
0.4924
Root mean squared error
0.3178
Root relative squared error
0.6453
SciMark benchmark
1290.1085