DEVELOPMENT... OpenML
Run
99090

Run 99090

Task 52 (Supervised Classification) heart-statlog 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
0.8988
Per class
Build CPU time
0.0008
Build memory
135839456.8
F measure
0.8331
Per class
Kappa
0.6617
KB relative information score
171.1055
Mean absolute error
0.1853
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8331
Per class
Predictive accuracy
0.8333
Prior entropy
0.9912
Recall
0.8333
Per class
Relative absolute error
0.3753
Root mean prior squared error
0.4969
Root mean squared error
0.3618
Root relative squared error
0.7282
SciMark benchmark
946.5