Run
8865935

Run 8865935

Task 9989 (Supervised Classification) energy-efficiency Uploaded 28-02-2018 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
0.9026
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.591
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5909
Cross-validation details (10-fold Crossvalidation)
KB relative information score
151.4978
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0496
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0515
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.595
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.612
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7233
Cross-validation details (10-fold Crossvalidation)
Recall
0.612
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9638
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1604
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1534
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9564
Cross-validation details (10-fold Crossvalidation)