Run
8883688

Run 8883688

Task 9989 (Supervised Classification) energy-efficiency Uploaded 12-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-J48(1)A Weka KnowledgeFlow using AdaBoostM1-J48.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
0.9469
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7135
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7003
Cross-validation details (10-fold Crossvalidation)
KB relative information score
547.6575
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0172
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
0.7147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7148
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7233
Cross-validation details (10-fold Crossvalidation)
Recall
0.7148
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3345
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1604
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.111
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6923
Cross-validation details (10-fold Crossvalidation)