DEVELOPMENT... OpenML
Run
104494

Run 104494

Task 1806 (Supervised Classification) haberman 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
0.5904
Per class
Build CPU time
0.0005
Build memory
812458553.6
F measure
0.6698
Per class
Kappa
0.0996
KB relative information score
-9.6827
Mean absolute error
0.3677
Mean prior absolute error
0.39
Number of instances
1530
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6621
Per class
Predictive accuracy
0.7157
Prior entropy
0.836
Recall
0.7157
Per class
Relative absolute error
0.9427
Root mean prior squared error
0.4412
Root mean squared error
0.4497
Root relative squared error
1.0193
SciMark benchmark
928.1083