Run
8860532

Run 8860532

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

weka.kf.AdaBoostM1-SMO(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.7375
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6869
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3796
Cross-validation details (10-fold Crossvalidation)
KB relative information score
223.0734
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4063
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
0.6967
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
0.8127
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4556
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9112
Cross-validation details (10-fold Crossvalidation)