DEVELOPMENT... OpenML
Run
89538

Run 89538

Task 284 (Supervised Classification) hepatitis Uploaded 08-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.749
Per class
Build CPU time
0.001
Build memory
349214440
F measure
0.8115
Per class
Kappa
0.5313
KB relative information score
17.933
Mean absolute error
0.2253
Mean prior absolute error
0.3579
Number of instances
51
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8293
Per class
Predictive accuracy
0.8039
Prior entropy
0.7418
Recall
0.8039
Per class
Relative absolute error
0.6295
Root mean prior squared error
0.4381
Root mean squared error
0.4363
Root relative squared error
0.996
SciMark benchmark
943.2554