DEVELOPMENT... OpenML
Run
104431

Run 104431

Task 246 (Supervised Classification) mfeat-karhunen 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
0.9985
Per class
Build CPU time
0.082
Build memory
1615273160
F measure
0.9758
Per class
Kappa
0.973
KB relative information score
642.8662
Mean absolute error
0.0062
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9761
Per class
Predictive accuracy
0.9758
Prior entropy
3.3219
Recall
0.9758
Per class
Relative absolute error
0.0344
Root mean prior squared error
0.3
Root mean squared error
0.064
Root relative squared error
0.2132
SciMark benchmark
892.0716