Run
523357

Run 523357

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

classif.ksvm(6)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(6)_fitFALSE
classif.ksvm(6)_seed1
classif.ksvm(6)_kindMersenne-Twister
classif.ksvm(6)_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
0.789
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26805.2782
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1976
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
0.803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8024
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8024
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4043
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4445
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8993
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1055.728
UserCPU time millis testing
68.344
UserCPU time millis training
987.384