DEVELOPMENT... OpenML
Run
104409

Run 104409

Task 55 (Supervised Classification) vote Uploaded 08-12-2014 by Felicia West
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Flow

weka.A1DE(2)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(2)_F1
weka.A1DE(2)_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.

21 Evaluation measures

Area under ROC curve
0.9903
Per class
Build CPU time
0.0011
Build memory
1121237886.9149
F measure
0.9427
Per class
Kappa
0.8797
KB relative information score
378.7413
Mean absolute error
0.0614
Mean prior absolute error
0.4742
Number of instances
435
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9434
Per class
Predictive accuracy
0.9425
Prior entropy
0.9627
Recall
0.9425
Per class
Relative absolute error
0.1295
Root mean prior squared error
0.4869
Root mean squared error
0.2036
Root relative squared error
0.4182
SciMark benchmark
946.9374