DEVELOPMENT... OpenML
Run
187540

Run 187540

Task 3765 (Supervised Classification) sleuth_case2002 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
0.6413
Per class
F measure
0.6299
Per class
Kappa
0.2735
KB relative information score
22.7573
Mean absolute error
0.4286
Mean prior absolute error
0.4982
Number of instances
147
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6466
Per class
Predictive accuracy
0.6327
Prior entropy
0.9974
Recall
0.6327
Per class
Relative absolute error
0.8603
Root mean prior squared error
0.4991
Root mean squared error
0.4879
Root relative squared error
0.9776
SciMark benchmark
910.6151