DEVELOPMENT... OpenML
Run
50365

Run 50365

Task 6 (Supervised Classification) letter Uploaded 06-11-2014 by Kevin Davis
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Flow

weka.NaiveBayes(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
0.9556
Per class
Build CPU time
0.0338
Build memory
355386364
F measure
0.6379
Per class
Kappa
0.6267
KB relative information score
13745.3719
Mean absolute error
0.0323
Mean prior absolute error
0.074
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.7.0_13, amd64, Windows 7, 6.1]
Precision
0.6562
Per class
Predictive accuracy
0.6411
Prior entropy
4.6998
Recall
0.6411
Per class
Relative absolute error
0.4365
Root mean prior squared error
0.1923
Root mean squared error
0.1391
Root relative squared error
0.7233
SciMark benchmark
1469.6837