DEVELOPMENT... OpenML
Run
104473

Run 104473

Task 1777 (Supervised Classification) breast-cancer 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
0.6948
Per class
Build CPU time
0.0006
Build memory
312425551.2
F measure
0.7006
Per class
Kappa
0.2608
KB relative information score
248.0322
Mean absolute error
0.3321
Mean prior absolute error
0.4183
Number of instances
1430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6959
Per class
Predictive accuracy
0.7147
Prior entropy
0.8796
Recall
0.7147
Per class
Relative absolute error
0.7939
Root mean prior squared error
0.457
Root mean squared error
0.4538
Root relative squared error
0.9928
SciMark benchmark
945.8601