DEVELOPMENT... OpenML
Run
104443

Run 104443

Task 266 (Supervised Classification) segment 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
0.9972
Per class
Build CPU time
0.023
Build memory
1057902408
F measure
0.9542
Per class
Kappa
0.9464
KB relative information score
724.8003
Mean absolute error
0.0142
Mean prior absolute error
0.2449
Number of instances
762
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9546
Per class
Predictive accuracy
0.9541
Prior entropy
2.8074
Recall
0.9541
Per class
Relative absolute error
0.0579
Root mean prior squared error
0.3499
Root mean squared error
0.105
Root relative squared error
0.3001
SciMark benchmark
945.7844