DEVELOPMENT... OpenML
Run
104499

Run 104499

Task 1819 (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
0.9883
Per class
Build CPU time
0.0005
Build memory
369059840
F measure
0.9413
Per class
Kappa
0.8764
KB relative information score
1875.3626
Mean absolute error
0.0657
Mean prior absolute error
0.4742
Number of instances
2175
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9416
Per class
Predictive accuracy
0.9411
Prior entropy
0.9627
Recall
0.9411
Per class
Relative absolute error
0.1386
Root mean prior squared error
0.4869
Root mean squared error
0.2108
Root relative squared error
0.433
SciMark benchmark
938.8276