DEVELOPMENT... OpenML
Run
98931

Run 98931

Task 27 (Supervised Classification) colic 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
0.8384
Per class
Build CPU time
0.001
Build memory
28490269.8696
F measure
0.7953
Per class
Kappa
0.566
KB relative information score
189.0227
Mean absolute error
0.2224
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7995
Per class
Predictive accuracy
0.7935
Prior entropy
0.9509
Recall
0.7935
Per class
Relative absolute error
0.477
Root mean prior squared error
0.4827
Root mean squared error
0.4168
Root relative squared error
0.8635
SciMark benchmark
942.9279