Run
354576

Run 354576

Task 4517 (Supervised Classification) arsenic-female-bladder Uploaded 28-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8147
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.829
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2099
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
390.3523
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1824
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2462
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
5590
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8288
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.861
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.5956
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.861
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7408
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3259
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9306
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1347.1763
UserCPU time millis
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)