DEVELOPMENT... OpenML
Run
104435

Run 104435

Task 259 (Supervised Classification) credit-approval 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
0.9295
Per class
Build CPU time
0.003
Build memory
709661384
F measure
0.8588
Per class
Kappa
0.717
KB relative information score
155.3752
Mean absolute error
0.1668
Mean prior absolute error
0.4978
Number of instances
227
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8597
Per class
Predictive accuracy
0.859
Prior entropy
0.9913
Recall
0.859
Per class
Relative absolute error
0.335
Root mean prior squared error
0.5008
Root mean squared error
0.3174
Root relative squared error
0.6338
SciMark benchmark
933.9469