Run
460516

Run 460516

Task 1818 (Supervised Classification) hepatitis Uploaded 03-07-2015 by Joaquin Vanschoren
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Flow

weka.BayesNet_K2(6)Weka implementation of BayesNet
weka.BayesNet_K2(6)_Dtrue
weka.BayesNet_K2(6)_Qweka.classifiers.bayes.net.search.local.K2
weka.K2(5)_P1
weka.K2(5)_SBAYES

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.

22 Evaluation measures

Area under ROC curve
0.8647
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.8412
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.5333
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
290.1063
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.178
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
775
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.8494
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.8361
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.8361
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.5396
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.3676
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.9082
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
974.2014
UserCPU time millis
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (5 times 2-fold Crossvalidation)