Run
8860092

Run 8860092

Task 3607 (Supervised Classification) rmftsa_sleepdata Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-NaiveBayes.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.7655
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6864
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3796
Cross-validation details (10-fold Crossvalidation)
KB relative information score
250.235
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3896
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6895
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6895
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7793
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4561
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9122
Cross-validation details (10-fold Crossvalidation)