Run
523360

Run 523360

Task 219 (Supervised Classification) electricity Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(3)Learner classif.mda from package(s) !mda.
classif.mda(3)_keep.fittedFALSE
classif.mda(3)_start.methodlvq
classif.mda(3)_seed1
classif.mda(3)_kindMersenne-Twister
classif.mda(3)_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
0.6342
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6486
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2779
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13400.7712
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3407
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6552
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6593
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.6593
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6972
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5837
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1808
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1565.566
UserCPU time millis testing
0.212
UserCPU time millis training
1565.354