DEVELOPMENT... OpenML
Run
98818

Run 98818

Task 1798 (Supervised Classification) postoperative-patient-data 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
0.3377
Per class
Build CPU time
0.0001
Build memory
449828652
F measure
0.5687
Per class
Kappa
-0.0886
KB relative information score
-55.8829
Mean absolute error
0.3074
Mean prior absolute error
0.2871
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5276
Per class
Predictive accuracy
0.6333
Prior entropy
1.0305
Recall
0.6333
Per class
Relative absolute error
1.071
Root mean prior squared error
0.3755
Root mean squared error
0.434
Root relative squared error
1.1559
SciMark benchmark
940.7816