DEVELOPMENT... OpenML
Run
104427

Run 104427

Task 58 (Supervised Classification) waveform-5000 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
0.9677
Per class
Build CPU time
0.0906
Build memory
429138120
F measure
0.8454
Per class
Kappa
0.7694
KB relative information score
3818.6259
Mean absolute error
0.1227
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8478
Per class
Predictive accuracy
0.8462
Prior entropy
1.5849
Recall
0.8462
Per class
Relative absolute error
0.2761
Root mean prior squared error
0.4714
Root mean squared error
0.2655
Root relative squared error
0.5632
SciMark benchmark
938.8276