Run
54399

Run 54399

Task 1728 (Learning Curve) credit-approval Uploaded 09-11-2014 by Joaquin Vanschoren
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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
0.919 ± 0.0372
Per class
Build CPU time
0.0016
Build memory
1721984274
F measure
0.8545 ± 0.0304
Per class
Kappa
0.7047 ± 0.062
KB relative information score
0.6624 ± 0.07
Mean absolute error
0.1719 ± 0.0347
Mean prior absolute error
0.494 ± 0.0008
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8553 ± 0.0302
Per class
Predictive accuracy
0.8551 ± 0.0298
Prior entropy
0.9912 ± 0.0022
Recall
0.8551 ± 0.0298
Per class
Relative absolute error
0.3481 ± 0.0705
Root mean prior squared error
0.497 ± 0.0008
Root mean squared error
0.332 ± 0.042
Root relative squared error
0.668 ± 0.0851
SciMark benchmark
942.4911