DEVELOPMENT... OpenML
Run
187593

Run 187593

Task 3838 (Supervised Classification) autos 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
0.9212
Per class
F measure
0.8732
Per class
Kappa
0.7118
KB relative information score
126.3338
Mean absolute error
0.1692
Mean prior absolute error
0.4406
Number of instances
205
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8732
Per class
Predictive accuracy
0.8732
Prior entropy
0.9134
Recall
0.8732
Per class
Relative absolute error
0.384
Root mean prior squared error
0.4691
Root mean squared error
0.3118
Root relative squared error
0.6647
SciMark benchmark
904.2311