DEVELOPMENT... OpenML
Run
89615

Run 89615

Task 41 (Supervised Classification) soybean Uploaded 08-12-2014 by Felicia West
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Flow

weka.NaiveBayesUpdateable(2)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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
0.9943
Per class
Build CPU time
0.001
Build memory
242093490.6354
F measure
0.9246
Per class
Kappa
0.9181
KB relative information score
634.7924
Mean absolute error
0.0095
Mean prior absolute error
0.0961
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.933
Per class
Predictive accuracy
0.9253
Prior entropy
3.8572
Recall
0.9253
Per class
Relative absolute error
0.099
Root mean prior squared error
0.2191
Root mean squared error
0.082
Root relative squared error
0.3742
SciMark benchmark
940.3415