Run
8873883

Run 8873883

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-SMO.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
0.6031
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3651
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1582
Cross-validation details (10-fold Crossvalidation)
KB relative information score
134.1044
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3272
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
0.3081
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4609
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.4609
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9311
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4165
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9938
Cross-validation details (10-fold Crossvalidation)