Run
448931

Run 448931

Task 4528 (Supervised Classification) postoperative-patient-data Uploaded 18-05-2015 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
0.412
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5862
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
-0.0526
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-101.4555
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.4301
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4128
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
900
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.553
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6589
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8732
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6589
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
1.0418
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4533
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4937
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0892
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
938.1282
UserCPU time millis
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)