OpenML
8877544

Run 8877544

Task 3607 (Supervised Classification) rmftsa_sleepdata Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-KStar.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
0.8157
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7297
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4606
Cross-validation details (10-fold Crossvalidation)
KB relative information score
304.7975
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3682
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
0.7325
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7305
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7305
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7363
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4187
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8375
Cross-validation details (10-fold Crossvalidation)