DEVELOPMENT... OpenML
Run
90227

Run 90227

Task 1791 (Supervised Classification) colic 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
0.8375
Per class
Build CPU time
0.0008
Build memory
838089734.4
F measure
0.7976
Per class
Kappa
0.5693
KB relative information score
953.063
Mean absolute error
0.221
Mean prior absolute error
0.4662
Number of instances
1840
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8002
Per class
Predictive accuracy
0.7962
Prior entropy
0.9509
Recall
0.7962
Per class
Relative absolute error
0.474
Root mean prior squared error
0.4827
Root mean squared error
0.4151
Root relative squared error
0.86
SciMark benchmark
922.2602