DEVELOPMENT... OpenML
Run
99003

Run 99003

Task 3877 (Supervised Classification) analcatdata_dmft Uploaded 08-12-2014 by Felicia West
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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
0.5461
Per class
Build CPU time
0.0001
Build memory
187121391.8595
F measure
0.7188
Per class
KB relative information score
-76.3388
Mean absolute error
0.3115
Mean prior absolute error
0.3138
Number of instances
797
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6489
Per class
Predictive accuracy
0.8055
Prior entropy
0.7123
Recall
0.8055
Per class
Relative absolute error
0.9929
Root mean prior squared error
0.3958
Root mean squared error
0.3982
Root relative squared error
1.006
SciMark benchmark
946.5