Run
8892264

Run 8892264

Task 3607 (Supervised Classification) rmftsa_sleepdata Uploaded 27-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-HoeffdingTree.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
0.7204
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6851
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3756
Cross-validation details (10-fold Crossvalidation)
KB relative information score
221.358
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4075
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
0.6941
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8151
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4579
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9159
Cross-validation details (10-fold Crossvalidation)