Run
485272

Run 485272

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 01-12-2015 by Casey Davis
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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
0.6575
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4124
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2257
Cross-validation details (10-fold Crossvalidation)
KB relative information score
157.1768
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3167
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.4011
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4902
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.4902
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9013
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4002
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9549
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1230.3004