Run
8870575

Run 8870575

Task 9989 (Supervised Classification) energy-efficiency Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5.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
0.9495
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.557
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.559
Cross-validation details (10-fold Crossvalidation)
KB relative information score
516.6647
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0257
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
0.5538
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5807
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7233
Cross-validation details (10-fold Crossvalidation)
Recall
0.5807
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1604
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1194
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7445
Cross-validation details (10-fold Crossvalidation)