Run
8865937

Run 8865937

Task 9990 (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
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5467
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5531
Cross-validation details (10-fold Crossvalidation)
KB relative information score
70.7953
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0504
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.05
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5376
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5768
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7568
Cross-validation details (10-fold Crossvalidation)
Recall
0.5768
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0069
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1581
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1575
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9959
Cross-validation details (10-fold Crossvalidation)