Run
8859741

Run 8859741

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.6674
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4074
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1902
Cross-validation details (10-fold Crossvalidation)
KB relative information score
181.2789
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3151
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)
Precision
0.3925
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4629
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.4629
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8966
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9632
Cross-validation details (10-fold Crossvalidation)