Run
514666

Run 514666

Task 9990 (Supervised Classification) energy-efficiency Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.kknn(2)Learner classif.kknn from package(s) !kknn.
classif.kknn(2)_seed1
classif.kknn(2)_kindMersenne-Twister
classif.kknn(2)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5497
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.133
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0973
Cross-validation details (10-fold Crossvalidation)
KB relative information score
82.787
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0458
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
0.1708
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1302
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7568
Cross-validation details (10-fold Crossvalidation)
Recall
0.1302
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9147
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1581
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.214
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3533
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.483
UserCPU time millis testing
0.462
UserCPU time millis training
0.021